DataFrame
NO COMPARISON TARGET
7974
ROWS
0
DUPLICATES
10.6 MB
RAM
159
FEATURES
57
CATEGORICAL
102
NUMERICAL
0
TEXT
2.1.3
Get updates, docs & report issues here
Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
numero_de_cliente
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
7,974
(100%)
ZEROES:
---
MAX
61.4M
95%
51.1M
Q3
39.5M
AVG
28.4M
MEDIAN
28.1M
Q1
18.1M
5%
6.3M
MIN
4.6M
RANGE
56.9M
IQR
21.3M
STD
13.8M
VAR
189.6T
KURT.
-0.925
SKEW
0.097
SUM
226.8B
2
foto_mes
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
11
(<1%)
ZEROES:
---
MAX
202,011.0
95%
202,011.0
Q3
202,009.0
AVG
202,006.1
MEDIAN
202,006.0
Q1
202,004.0
5%
202,001.0
MIN
202,001.0
RANGE
10.0
IQR
5.00
STD
3.19
VAR
10.2
KURT.
-1.16
SKEW
-0.129
SUM
1.6B
3
active_quarter
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
4
cliente_vip
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
5
internet
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
6
cliente_edad
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
76
(<1%)
ZEROES:
---
MAX
97.0
95%
73.0
Q3
57.0
AVG
47.2
MEDIAN
45.0
Q1
36.0
5%
28.0
MIN
19.0
RANGE
78.0
IQR
21.0
STD
14.0
VAR
196
KURT.
-0.416
SKEW
0.518
SUM
376k
7
cliente_antiguedad
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
325
(4%)
ZEROES:
---
MAX
371
95%
275
Q3
155
AVG
105
MEDIAN
82
Q1
40
5%
12
MIN
1
RANGE
370
IQR
115
STD
80.6
VAR
6,491
KURT.
0.272
SKEW
0.972
SUM
836k
8
mrentabilidad
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
6,893
(86%)
ZEROES:
956
(12%)
MAX
348k
95%
7k
Q3
2k
AVG
2k
MEDIAN
1k
Q1
0k
5%
-2k
MIN
-58k
RANGE
406k
IQR
1,782
STD
8,298
VAR
68.9M
KURT.
446
SKEW
14.3
SUM
13.3M
9
mrentabilidad_annual
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
7,030
(88%)
ZEROES:
930
(12%)
MAX
1.3M
95%
0.1M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
-0.0M
MIN
-0.1M
RANGE
1.4M
IQR
18,577
STD
40,336
VAR
1.6B
KURT.
272
SKEW
11.8
SUM
139.3M
10
mcomisiones
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
3,893
(49%)
ZEROES:
2,375
(30%)
MAX
89k
95%
2k
Q3
1k
AVG
1k
MEDIAN
0k
Q1
0k
5%
0k
MIN
-17k
RANGE
106k
IQR
1,284
STD
1,952
VAR
3.8M
KURT.
1,022
SKEW
25.1
SUM
5.6M
11
mactivos_margen
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
6,223
(78%)
ZEROES:
1,392
(17%)
MAX
291k
95%
4k
Q3
0k
AVG
1k
MEDIAN
0k
Q1
-0k
5%
-2k
MIN
-49k
RANGE
341k
IQR
193
STD
6,654
VAR
44.3M
KURT.
530
SKEW
15.8
SUM
4.8M
12
mpasivos_margen
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
4,522
(57%)
ZEROES:
2,241
(28%)
MAX
55,261
95%
971
Q3
103
AVG
227
MEDIAN
9
Q1
0
5%
0
MIN
-12,525
RANGE
67,786
IQR
103
STD
1,221
VAR
1.5M
KURT.
702
SKEW
20.3
SUM
1.8M
13
cproductos
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
12
(<1%)
ZEROES:
---
MAX
14.0
95%
8.0
Q3
7.0
AVG
6.1
MEDIAN
6.0
Q1
5.0
5%
4.0
MIN
3.0
RANGE
11.0
IQR
2.00
STD
1.38
VAR
1.90
KURT.
0.696
SKEW
0.460
SUM
48,971
14
tpaquete1
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
15
tpaquete2
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
16
tpaquete3
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
17
tpaquete4
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
18
tcuentas
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
19
ccuenta_corriente
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
20
mcuenta_corriente_adicional
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
21
mcuenta_corriente
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
6,025
(76%)
ZEROES:
1,830
(23%)
MAX
1.5M
95%
0.0M
Q3
0.0M
MEDIAN
-0.0M
AVG
-0.0M
Q1
-0.0M
5%
-0.1M
MIN
-4.3M
RANGE
5.8M
IQR
6,793
STD
159k
VAR
25.3B
KURT.
149
SKEW
-9.78
SUM
-247.9M
22
ccaja_ahorro
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
23
mcaja_ahorro
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
4,224
(53%)
ZEROES:
3,576
(45%)
MAX
3.7M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
-0.0M
RANGE
3.7M
IQR
1,920
STD
66,876
VAR
4.5B
KURT.
1,350
SKEW
30.1
SUM
76.0M
24
mcaja_ahorro_adicional
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
174
(2%)
ZEROES:
7,793
(98%)
MAX
433k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
-0k
RANGE
433k
IQR
0.00
STD
9,051
VAR
81.9M
KURT.
1,361
SKEW
33.4
SUM
3.8M
25
mcaja_ahorro_dolares
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
1,810
(23%)
ZEROES:
5,456
(68%)
MAX
9.1M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
-0.0M
RANGE
9.1M
IQR
6.41
STD
207k
VAR
42.7B
KURT.
1,065
SKEW
30.0
SUM
118.9M
26
mdescubierto_preacordado
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
27
mcuentas_saldo
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
6,675
(84%)
ZEROES:
1,151
(14%)
MAX
24.7M
95%
0.1M
Q3
0.0M
MEDIAN
-0.0M
AVG
-0.0M
Q1
-0.0M
5%
-0.1M
MIN
-4.3M
RANGE
29.0M
IQR
5,539
STD
383k
VAR
146.8B
KURT.
2,239
SKEW
36.9
SUM
-62.4M
28
ctarjeta_debito
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
10
(<1%)
29
ctarjeta_debito_transacciones
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
45
(<1%)
ZEROES:
6,917
(87%)
MAX
62.0
95%
5.0
Q3
0.0
AVG
0.8
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
62.0
IQR
0.00
STD
3.49
VAR
12.1
KURT.
73.6
SKEW
7.41
SUM
6,419
30
mautoservicio
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
990
(12%)
ZEROES:
6,917
(87%)
MAX
172k
95%
7k
Q3
0k
AVG
1k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
172k
IQR
0.00
STD
7,288
VAR
53.1M
KURT.
142
SKEW
10.0
SUM
11.4M
31
ctarjeta_visa
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
32
ctarjeta_visa_transacciones
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
59
(<1%)
ZEROES:
5,952
(75%)
MAX
131
95%
10
Q3
1
AVG
2
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
131
IQR
1.00
STD
5.58
VAR
31.2
KURT.
79.9
SKEW
6.90
SUM
13,850
33
mtarjeta_visa_consumo
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
1,929
(24%)
ZEROES:
5,952
(75%)
MAX
761k
95%
19k
Q3
0k
AVG
4k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
761k
IQR
62.4
STD
18,197
VAR
331.1M
KURT.
573
SKEW
18.8
SUM
28.8M
34
ctarjeta_master
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
35
ctarjeta_master_transacciones
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
30
(<1%)
ZEROES:
7,454
(93%)
MAX
56.0
95%
1.0
Q3
0.0
AVG
0.3
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
56.0
IQR
0.00
STD
1.78
VAR
3.17
KURT.
274
SKEW
13.9
SUM
2,104
36
mtarjeta_master_consumo
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
477
(6%)
ZEROES:
7,454
(93%)
MAX
340k
95%
1k
Q3
0k
AVG
1k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
340k
IQR
0.00
STD
6,199
VAR
38.4M
KURT.
1,248
SKEW
28.2
SUM
5.0M
37
cprestamos_personales
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
29
(<1%)
ZEROES:
6,957
(87%)
MAX
110
95%
2
Q3
0
AVG
0
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
110
IQR
0.00
STD
2.09
VAR
4.36
KURT.
1,013
SKEW
23.5
SUM
2,973
38
mprestamos_personales
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
1,004
(13%)
ZEROES:
6,957
(87%)
MAX
1.8M
95%
0.1M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
1.8M
IQR
0.00
STD
72,217
VAR
5.2B
KURT.
176
SKEW
11.3
SUM
109.6M
39
cprestamos_prendarios
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
40
mprestamos_prendarios
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
76
(<1%)
ZEROES:
7,899
(>99%)
MAX
920k
95%
0k
Q3
0k
AVG
2k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
920k
IQR
0.00
STD
31,330
VAR
981.6M
KURT.
412
SKEW
18.9
SUM
17.3M
41
cprestamos_hipotecarios
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
42
mprestamos_hipotecarios
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
28
(<1%)
ZEROES:
7,947
(>99%)
MAX
7.4M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
7.4M
IQR
0.00
STD
113k
VAR
12.8B
KURT.
2,780
SKEW
49.8
SUM
23.2M
43
cplazo_fijo
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
44
mplazo_fijo_dolares
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
98
(1%)
ZEROES:
7,862
(99%)
MAX
35.1M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
35.1M
IQR
0.00
STD
409k
VAR
167.6B
KURT.
6,751
SKEW
79.6
SUM
80.7M
45
mplazo_fijo_pesos
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
46
cinversion1
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
47
minversion1_pesos
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
65
(<1%)
ZEROES:
7,910
(>99%)
MAX
2.6M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
2.6M
IQR
0.00
STD
52,458
VAR
2.8B
KURT.
1,614
SKEW
38.0
SUM
15.4M
48
minversion1_dolares
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
49
cinversion2
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
50
minversion2
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
98
(1%)
ZEROES:
7,876
(99%)
MAX
8.2M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
8.2M
IQR
0.00
STD
104k
VAR
10.8B
KURT.
4,972
SKEW
67.4
SUM
18.4M
51
cseguro_vida
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
52
cseguro_auto
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
53
cseguro_vivienda
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
54
cseguro_accidentes_personales
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
55
ccaja_seguridad
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
56
cpayroll_trx
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
12
(<1%)
ZEROES:
7,613
(95%)
MAX
17.0
95%
0.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
17.0
IQR
0.00
STD
0.481
VAR
0.231
KURT.
311
SKEW
13.6
SUM
617
57
mpayroll
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
346
(4%)
ZEROES:
7,615
(95%)
MAX
23.4M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
-0.0M
RANGE
23.4M
IQR
0.00
STD
283k
VAR
80.1B
KURT.
5,953
SKEW
73.9
SUM
69.0M
58
mpayroll2
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
59
cpayroll2_trx
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
60
ccuenta_debitos_automaticos
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
15
(<1%)
ZEROES:
6,827
(86%)
MAX
23.0
95%
2.0
Q3
0.0
AVG
0.3
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
23.0
IQR
0.00
STD
0.868
VAR
0.754
KURT.
142
SKEW
8.54
SUM
2,016
61
mcuenta_debitos_automaticos
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
779
(10%)
ZEROES:
6,827
(86%)
MAX
2.2M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
2.2M
IQR
0.00
STD
25,021
VAR
626.1M
KURT.
7,627
SKEW
86.4
SUM
6.1M
62
ctarjeta_visa_debitos_automaticos
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
22
(<1%)
ZEROES:
6,162
(77%)
MAX
22.0
95%
3.0
Q3
0.0
AVG
0.6
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
22.0
IQR
0.00
STD
1.57
VAR
2.45
KURT.
33.1
SKEW
4.78
SUM
4,614
63
mttarjeta_visa_debitos_automaticos
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
1,671
(21%)
ZEROES:
6,162
(77%)
MAX
92,542
95%
6,187
Q3
0
AVG
1,139
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
92,542
IQR
0.00
STD
4,622
VAR
21.4M
KURT.
90.5
SKEW
8.09
SUM
9.1M
64
ctarjeta_master_debitos_automaticos
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
9
(<1%)
65
mttarjeta_master_debitos_automaticos
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
275
(3%)
ZEROES:
7,634
(96%)
MAX
68,794
95%
0
Q3
0
AVG
152
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
68,794
IQR
0.00
STD
1,621
VAR
2.6M
KURT.
760
SKEW
23.6
SUM
1.2M
66
cpagodeservicios
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
67
mpagodeservicios
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
17
(<1%)
ZEROES:
7,958
(>99%)
MAX
383k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
383k
IQR
0.00
STD
4,576
VAR
20.9M
KURT.
6,189
SKEW
75.9
SUM
644k
68
cpagomiscuentas
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
23
(<1%)
ZEROES:
7,225
(91%)
MAX
58.0
95%
2.0
Q3
0.0
AVG
0.3
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
58.0
IQR
0.00
STD
1.62
VAR
2.64
KURT.
279
SKEW
12.1
SUM
2,703
69
mpagomiscuentas
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
714
(9%)
ZEROES:
7,225
(91%)
MAX
796k
95%
5k
Q3
0k
AVG
2k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
796k
IQR
0.00
STD
14,214
VAR
202.0M
KURT.
1,432
SKEW
31.2
SUM
12.6M
70
ccajeros_propios_descuentos
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
71
mcajeros_propios_descuentos
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
18
(<1%)
ZEROES:
7,957
(>99%)
MAX
1,093
95%
0
Q3
0
AVG
1
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
1,093
IQR
0.00
STD
24.4
VAR
595
KURT.
1,054
SKEW
30.9
SUM
7,462
72
ctarjeta_visa_descuentos
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
73
mtarjeta_visa_descuentos
VALUES:
7,953
(>99%)
MISSING:
21
(<1%)
DISTINCT:
27
(<1%)
ZEROES:
7,927
(>99%)
MAX
2,425
95%
0
Q3
0
AVG
2
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
2,425
IQR
0.00
STD
53.2
VAR
2,832
KURT.
1,409
SKEW
35.7
SUM
15,713
74
ctarjeta_master_descuentos
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
75
mtarjeta_master_descuentos
VALUES:
7,945
(>99%)
MISSING:
29
(<1%)
DISTINCT:
7
(<1%)
76
ccomisiones_mantenimiento
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
10
(<1%)
77
mcomisiones_mantenimiento
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
148
(2%)
ZEROES:
3,697
(46%)
MAX
3,760
95%
1,923
Q3
1,361
AVG
687
MEDIAN
681
Q1
0
5%
0
MIN
-13,097
RANGE
16,857
IQR
1,361
STD
1,076
VAR
1.2M
KURT.
17.7
SKEW
-2.33
SUM
5.5M
78
ccomisiones_otras
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
33
(<1%)
ZEROES:
2,366
(30%)
MAX
172
95%
10
Q3
6
AVG
4
MEDIAN
2
Q1
0
5%
0
MIN
0
RANGE
172
IQR
6.00
STD
4.38
VAR
19.2
KURT.
291
SKEW
9.21
SUM
28,794
79
mcomisiones_otras
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
3,894
(49%)
ZEROES:
2,373
(30%)
MAX
89k
95%
2k
Q3
1k
AVG
1k
MEDIAN
0k
Q1
0k
5%
0k
MIN
-17k
RANGE
106k
IQR
1,284
STD
1,953
VAR
3.8M
KURT.
1,021
SKEW
25.1
SUM
5.6M
80
cforex
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
81
cforex_buy
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
82
mforex_buy
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
82
(1%)
ZEROES:
7,888
(99%)
MAX
2,340
95%
0
Q3
0
AVG
1
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
2,340
IQR
0.00
STD
31.1
VAR
965
KURT.
4,298
SKEW
61.4
SUM
7,358
83
cforex_sell
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
84
mforex_sell
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
34
(<1%)
ZEROES:
7,669
(96%)
MAX
234
95%
0
Q3
0
AVG
8
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
234
IQR
0.00
STD
41.6
VAR
1,730
KURT.
25.2
SKEW
5.21
SUM
62,165
85
ctransferencias_recibidas
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
41
(<1%)
ZEROES:
5,118
(64%)
MAX
92.0
95%
4.0
Q3
1.0
AVG
1.0
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
92.0
IQR
1.00
STD
3.32
VAR
11.0
KURT.
301
SKEW
14.6
SUM
7,726
86
mtransferencias_recibidas
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
1,767
(22%)
ZEROES:
5,118
(64%)
MAX
24.6M
95%
0.1M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
24.6M
IQR
4,141
STD
346k
VAR
119.9B
KURT.
3,373
SKEW
52.2
SUM
204.6M
87
ctransferencias_emitidas
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
37
(<1%)
ZEROES:
6,517
(82%)
MAX
289
95%
4
Q3
0
AVG
1
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
289
IQR
0.00
STD
4.82
VAR
23.2
KURT.
2,123
SKEW
40.3
SUM
5,574
88
mtransferencias_emitidas
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
1,215
(15%)
ZEROES:
6,517
(82%)
MAX
8.2M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
8.2M
IQR
0.00
STD
154k
VAR
23.6B
KURT.
1,404
SKEW
32.9
SUM
116.3M
89
cextraccion_autoservicio
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
28
(<1%)
ZEROES:
7,188
(90%)
MAX
51.0
95%
3.0
Q3
0.0
AVG
0.4
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
51.0
IQR
0.00
STD
1.97
VAR
3.87
KURT.
175
SKEW
10.6
SUM
3,249
90
mextraccion_autoservicio
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
320
(4%)
ZEROES:
7,188
(90%)
MAX
1.3M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
1.3M
IQR
0.00
STD
28,774
VAR
828.0M
KURT.
1,014
SKEW
26.7
SUM
29.6M
91
ccheques_depositados
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
11
(<1%)
ZEROES:
7,921
(>99%)
MAX
16.0
95%
0.0
Q3
0.0
AVG
0.0
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
16.0
IQR
0.00
STD
0.303
VAR
0.092
KURT.
1,267
SKEW
30.9
SUM
136
92
mcheques_depositados
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
52
(<1%)
ZEROES:
7,921
(>99%)
MAX
1.5M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
1.5M
IQR
0.00
STD
25,465
VAR
648.5M
KURT.
1,834
SKEW
39.2
SUM
8.2M
93
ccheques_emitidos
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
18
(<1%)
ZEROES:
7,902
(>99%)
MAX
61.0
95%
0.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
61.0
IQR
0.00
STD
1.04
VAR
1.08
KURT.
1,858
SKEW
38.2
SUM
408
94
mcheques_emitidos
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
70
(<1%)
ZEROES:
7,902
(>99%)
MAX
1.7M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
1.7M
IQR
0.00
STD
38,647
VAR
1.5B
KURT.
1,292
SKEW
33.4
SUM
14.2M
95
ccheques_depositados_rechazados
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
96
mcheques_depositados_rechazados
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
20
(<1%)
ZEROES:
7,953
(>99%)
MAX
936k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
936k
IQR
0.00
STD
12,752
VAR
162.6M
KURT.
4,199
SKEW
62.3
SUM
2.4M
97
ccheques_emitidos_rechazados
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
11
(<1%)
ZEROES:
7,933
(>99%)
MAX
63.0
95%
0.0
Q3
0.0
AVG
0.0
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
63.0
IQR
0.00
STD
0.791
VAR
0.626
KURT.
5,108
SKEW
66.8
SUM
192
98
mcheques_emitidos_rechazados
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
39
(<1%)
ZEROES:
7,933
(>99%)
MAX
1.3M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
1.3M
IQR
0.00
STD
22,196
VAR
492.6M
KURT.
2,381
SKEW
46.0
SUM
5.9M
99
tcallcenter
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
100
ccallcenter_transacciones
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
31
(<1%)
ZEROES:
6,872
(86%)
MAX
67.0
95%
4.0
Q3
0.0
AVG
0.7
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
67.0
IQR
0.00
STD
2.48
VAR
6.17
KURT.
105
SKEW
7.58
SUM
5,283
101
thomebanking
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
102
chomebanking_transacciones
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
233
(3%)
ZEROES:
4,249
(53%)
MAX
2,527
95%
89
Q3
17
AVG
18
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
2,527
IQR
17.0
STD
52.5
VAR
2,761
KURT.
863
SKEW
21.6
SUM
143k
103
ccajas_transacciones
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
104
ccajas_consultas
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
21
(<1%)
ZEROES:
7,380
(93%)
MAX
34.0
95%
1.0
Q3
0.0
AVG
0.2
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
34.0
IQR
0.00
STD
1.08
VAR
1.17
KURT.
226
SKEW
11.8
SUM
1,611
105
ccajas_depositos
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
9
(<1%)
106
ccajas_extracciones
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
107
ccajas_otras
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
18
(<1%)
ZEROES:
7,619
(96%)
MAX
87.0
95%
0.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
87.0
IQR
0.00
STD
1.36
VAR
1.85
KURT.
2,296
SKEW
40.8
SUM
1,038
108
catm_trx
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
26
(<1%)
ZEROES:
7,332
(92%)
MAX
51.0
95%
2.0
Q3
0.0
AVG
0.3
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
51.0
IQR
0.00
STD
1.67
VAR
2.79
KURT.
265
SKEW
13.1
SUM
2,381
109
matm
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
258
(3%)
ZEROES:
7,332
(92%)
MAX
1.3M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
1.3M
IQR
0.00
STD
28,005
VAR
784.3M
KURT.
1,104
SKEW
28.2
SUM
25.6M
110
catm_trx_other
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
18
(<1%)
ZEROES:
7,656
(96%)
MAX
40.0
95%
0.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
40.0
IQR
0.00
STD
0.877
VAR
0.769
KURT.
768
SKEW
22.0
SUM
868
111
matm_other
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
108
(1%)
ZEROES:
7,656
(96%)
MAX
214k
95%
0k
Q3
0k
AVG
1k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
214k
IQR
0.00
STD
5,163
VAR
26.7M
KURT.
914
SKEW
26.0
SUM
4.0M
112
ctrx_quarter
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
254
(3%)
ZEROES:
977
(12%)
MAX
1,580
95%
106
Q3
32
AVG
28
MEDIAN
14
Q1
4
5%
0
MIN
0
RANGE
1,580
IQR
28.0
STD
47.6
VAR
2,266
KURT.
173
SKEW
8.35
SUM
223k
113
tmobile_app
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
114
cmobile_app_trx
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
181
(2%)
ZEROES:
5,531
(69%)
MAX
1,064
95%
44
Q3
1
AVG
8
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
1,064
IQR
1.00
STD
30.4
VAR
923
KURT.
284
SKEW
12.5
SUM
61,845
115
Master_delinquency
VALUES:
5,356
(67%)
MISSING:
2,618
(33%)
DISTINCT:
2
(<1%)
116
Master_status
VALUES:
5,356
(67%)
MISSING:
2,618
(33%)
DISTINCT:
4
(<1%)
117
Master_mfinanciacion_limite
VALUES:
5,356
(67%)
MISSING:
2,618
(33%)
DISTINCT:
237
(3%)
ZEROES:
505
(6%)
MAX
3.8M
95%
0.8M
Q3
0.3M
AVG
0.2M
MEDIAN
0.1M
Q1
0.1M
5%
0.0M
MIN
0.0M
RANGE
3.8M
IQR
190k
STD
362k
VAR
130.7B
KURT.
24.3
SKEW
4.30
SUM
1.2B
118
Master_Fvencimiento
VALUES:
5,356
(67%)
MISSING:
2,618
(33%)
DISTINCT:
256
(3%)
ZEROES:
---
MAX
4,872
95%
-183
Q3
-668
MEDIAN
-943
AVG
-1,018
Q1
-1,488
5%
-1,795
MIN
-2,221
RANGE
7,093
IQR
820
STD
539
VAR
291k
KURT.
6.27
SKEW
0.745
SUM
-5.5M
119
Master_Finiciomora
VALUES:
156
(2%)
MISSING:
7,818
(98%)
DISTINCT:
29
(<1%)
ZEROES:
---
MAX
135
95%
82
Q3
81
AVG
55
MEDIAN
54
Q1
25
5%
18
MIN
2
RANGE
133
IQR
56.0
STD
28.5
VAR
815
KURT.
-1.02
SKEW
-0.054
SUM
8,592
120
Master_msaldototal
VALUES:
5,356
(67%)
MISSING:
2,618
(33%)
DISTINCT:
1,196
(15%)
ZEROES:
4,125
(52%)
MAX
6.4M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
-0.0M
MIN
-0.1M
RANGE
6.6M
IQR
0.00
STD
101k
VAR
10.1B
KURT.
3,082
SKEW
49.5
SUM
50.4M
121
Master_msaldopesos
VALUES:
5,356
(67%)
MISSING:
2,618
(33%)
DISTINCT:
1,180
(15%)
ZEROES:
4,140
(52%)
MAX
6.4M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
-0.0M
MIN
-0.1M
RANGE
6.6M
IQR
0.00
STD
101k
VAR
10.1B
KURT.
3,093
SKEW
49.7
SUM
50.0M
122
Master_msaldodolares
VALUES:
5,356
(67%)
MISSING:
2,618
(33%)
DISTINCT:
102
(1%)
ZEROES:
5,255
(66%)
MAX
118k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
-24k
RANGE
142k
IQR
0.00
STD
2,183
VAR
4.8M
KURT.
1,927
SKEW
40.0
SUM
382k
123
Master_mconsumospesos
VALUES:
1,238
(16%)
MISSING:
6,736
(84%)
DISTINCT:
492
(6%)
ZEROES:
669
(8%)
MAX
363k
95%
18k
Q3
1k
AVG
4k
MEDIAN
0k
Q1
0k
5%
0k
MIN
-12k
RANGE
375k
IQR
1,453
STD
17,054
VAR
290.9M
KURT.
246
SKEW
13.6
SUM
4.7M
124
Master_mconsumosdolares
VALUES:
1,238
(16%)
MISSING:
6,736
(84%)
DISTINCT:
50
(<1%)
ZEROES:
1,162
(15%)
MAX
1,456
95%
1
Q3
0
AVG
5
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
1,456
IQR
0.00
STD
57.3
VAR
3,284
KURT.
421
SKEW
19.1
SUM
6,039
125
Master_mlimitecompra
VALUES:
5,356
(67%)
MISSING:
2,618
(33%)
DISTINCT:
239
(3%)
ZEROES:
---
MAX
4.2M
95%
1.0M
Q3
0.3M
AVG
0.3M
MEDIAN
0.1M
Q1
0.1M
5%
0.0M
MIN
0.0M
RANGE
4.2M
IQR
211k
STD
409k
VAR
167.3B
KURT.
23.0
SKEW
4.20
SUM
1.5B
126
Master_madelantopesos
VALUES:
1,238
(16%)
MISSING:
6,736
(84%)
DISTINCT:
4
(<1%)
127
Master_madelantodolares
VALUES:
1,238
(16%)
MISSING:
6,736
(84%)
DISTINCT:
1
(<1%)
128
Master_fultimo_cierre
VALUES:
5,352
(67%)
MISSING:
2,622
(33%)
DISTINCT:
53
(<1%)
ZEROES:
381
(5%)
MAX
4,758
95%
21
Q3
6
AVG
10
MEDIAN
3
Q1
2
5%
-1
MIN
-1
RANGE
4,759
IQR
4.00
STD
112
VAR
12,499
KURT.
1,239
SKEW
32.8
SUM
53,953
129
Master_mpagado
VALUES:
5,356
(67%)
MISSING:
2,618
(33%)
DISTINCT:
124
(2%)
ZEROES:
5,228
(66%)
MAX
405k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
405k
IQR
0.00
STD
7,477
VAR
55.9M
KURT.
1,844
SKEW
39.5
SUM
1.9M
130
Master_mpagospesos
VALUES:
1,238
(16%)
MISSING:
6,736
(84%)
DISTINCT:
711
(9%)
ZEROES:
468
(6%)
MAX
97k
95%
0k
Q3
0k
MEDIAN
-1k
AVG
-8k
Q1
-5k
5%
-33k
MIN
-778k
RANGE
874k
IQR
4,788
STD
35,558
VAR
1.3B
KURT.
215
SKEW
-12.4
SUM
-10.4M
131
Master_mpagosdolares
VALUES:
1,238
(16%)
MISSING:
6,736
(84%)
DISTINCT:
32
(<1%)
ZEROES:
1,197
(15%)
MAX
1,873
95%
0
Q3
0
AVG
3
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
1,873
IQR
0.00
STD
63.6
VAR
4,045
KURT.
708
SKEW
26.1
SUM
3,710
132
Master_fechaalta
VALUES:
5,356
(67%)
MISSING:
2,618
(33%)
DISTINCT:
3,152
(40%)
ZEROES:
---
MAX
7,466
95%
5,386
Q3
3,034
AVG
2,039
MEDIAN
1,566
Q1
673
5%
136
MIN
1
RANGE
7,465
IQR
2,361
STD
1,708
VAR
2.9M
KURT.
0.529
SKEW
1.05
SUM
10.9M
133
Master_mconsumototal
VALUES:
1,238
(16%)
MISSING:
6,736
(84%)
DISTINCT:
492
(6%)
ZEROES:
669
(8%)
MAX
363k
95%
18k
Q3
1k
AVG
4k
MEDIAN
0k
Q1
0k
5%
0k
MIN
-12k
RANGE
375k
IQR
1,453
STD
17,054
VAR
290.9M
KURT.
246
SKEW
13.6
SUM
4.7M
134
Master_cconsumos
VALUES:
1,238
(16%)
MISSING:
6,736
(84%)
DISTINCT:
28
(<1%)
ZEROES:
669
(8%)
MAX
39.0
95%
6.0
Q3
1.0
AVG
1.4
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
39.0
IQR
1.00
STD
3.20
VAR
10.2
KURT.
40.3
SKEW
5.37
SUM
1,724
135
Master_cadelantosefectivo
VALUES:
1,238
(16%)
MISSING:
6,736
(84%)
DISTINCT:
5
(<1%)
136
Master_mpagominimo
VALUES:
5,356
(67%)
MISSING:
2,618
(33%)
DISTINCT:
479
(6%)
ZEROES:
4,501
(56%)
MAX
6.4M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
6.4M
IQR
0.00
STD
95,989
VAR
9.2B
KURT.
3,735
SKEW
56.7
SUM
36.0M
137
Visa_delinquency
VALUES:
6,071
(76%)
MISSING:
1,903
(24%)
DISTINCT:
2
(<1%)
138
Visa_status
VALUES:
6,071
(76%)
MISSING:
1,903
(24%)
DISTINCT:
4
(<1%)
139
Visa_mfinanciacion_limite
VALUES:
6,071
(76%)
MISSING:
1,903
(24%)
DISTINCT:
242
(3%)
ZEROES:
552
(7%)
MAX
3.8M
95%
0.8M
Q3
0.3M
AVG
0.2M
MEDIAN
0.1M
Q1
0.1M
5%
0.0M
MIN
0.0M
RANGE
3.8M
IQR
190k
STD
315k
VAR
99.4B
KURT.
25.6
SKEW
4.21
SUM
1.4B
140
Visa_Fvencimiento
VALUES:
6,071
(76%)
MISSING:
1,903
(24%)
DISTINCT:
281
(4%)
ZEROES:
---
MAX
0.0M
95%
-0.0M
Q3
-0.0M
MEDIAN
-0.0M
AVG
-0.0M
Q1
-0.0M
5%
-0.0M
MIN
-2.9M
RANGE
2.9M
IQR
943
STD
224k
VAR
50.0B
KURT.
164
SKEW
-12.9
SUM
-112.9M
141
Visa_Finiciomora
VALUES:
318
(4%)
MISSING:
7,656
(96%)
DISTINCT:
44
(<1%)
ZEROES:
30
(<1%)
MAX
152
95%
83
Q3
82
MEDIAN
54
AVG
49
Q1
21
5%
0
MIN
0
RANGE
152
IQR
61.0
STD
31.7
VAR
1,004
KURT.
-1.06
SKEW
0.052
SUM
15,690
142
Visa_msaldototal
VALUES:
6,071
(76%)
MISSING:
1,903
(24%)
DISTINCT:
3,224
(40%)
ZEROES:
2,793
(35%)
MAX
3.2M
95%
0.1M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
-0.0M
MIN
-0.1M
RANGE
3.3M
IQR
5,203
STD
82,331
VAR
6.8B
KURT.
452
SKEW
16.1
SUM
105.8M
143
Visa_msaldopesos
VALUES:
6,071
(76%)
MISSING:
1,903
(24%)
DISTINCT:
3,204
(40%)
ZEROES:
2,812
(35%)
MAX
3.7M
95%
0.1M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
-0.0M
MIN
-0.1M
RANGE
3.9M
IQR
6,067
STD
95,386
VAR
9.1B
KURT.
469
SKEW
16.5
SUM
121.4M
144
Visa_msaldodolares
VALUES:
6,071
(76%)
MISSING:
1,903
(24%)
DISTINCT:
293
(4%)
ZEROES:
5,761
(72%)
MAX
626k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
-93k
RANGE
718k
IQR
0.00
STD
10,381
VAR
107.8M
KURT.
2,329
SKEW
43.2
SUM
2.4M
145
Visa_mconsumospesos
VALUES:
3,452
(43%)
MISSING:
4,522
(57%)
DISTINCT:
2,166
(27%)
ZEROES:
1,148
(14%)
MAX
748k
95%
30k
Q3
5k
AVG
7k
MEDIAN
1k
Q1
0k
5%
0k
MIN
-1k
RANGE
749k
IQR
4,765
STD
23,890
VAR
570.7M
KURT.
375
SKEW
15.5
SUM
22.8M
146
Visa_mconsumosdolares
VALUES:
3,452
(43%)
MISSING:
4,522
(57%)
DISTINCT:
496
(6%)
ZEROES:
2,731
(34%)
MAX
10,267
95%
11
Q3
0
AVG
13
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
10,267
IQR
0.00
STD
209
VAR
43,777
KURT.
1,723
SKEW
37.8
SUM
44,335
147
Visa_mlimitecompra
VALUES:
6,071
(76%)
MISSING:
1,903
(24%)
DISTINCT:
238
(3%)
ZEROES:
---
MAX
4.2M
95%
1.0M
Q3
0.3M
AVG
0.3M
MEDIAN
0.1M
Q1
0.1M
5%
0.0M
MIN
0.0M
RANGE
4.2M
IQR
183k
STD
357k
VAR
127.7B
KURT.
24.5
SKEW
4.17
SUM
1.6B
148
Visa_madelantopesos
VALUES:
3,452
(43%)
MISSING:
4,522
(57%)
DISTINCT:
7
(<1%)
149
Visa_madelantodolares
VALUES:
3,452
(43%)
MISSING:
4,522
(57%)
DISTINCT:
1
(<1%)
150
Visa_fultimo_cierre
VALUES:
6,069
(76%)
MISSING:
1,905
(24%)
DISTINCT:
52
(<1%)
ZEROES:
420
(5%)
MAX
4,688
95%
23
Q3
6
AVG
11
MEDIAN
3
Q1
2
5%
-1
MIN
-1
RANGE
4,689
IQR
4.00
STD
133
VAR
17,678
KURT.
935
SKEW
29.7
SUM
67,027
151
Visa_mpagado
VALUES:
6,071
(76%)
MISSING:
1,903
(24%)
DISTINCT:
523
(7%)
ZEROES:
5,527
(69%)
MAX
777k
95%
3k
Q3
0k
AVG
1k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
777k
IQR
0.00
STD
15,030
VAR
225.9M
KURT.
1,432
SKEW
32.6
SUM
9.0M
152
Visa_mpagospesos
VALUES:
3,452
(43%)
MISSING:
4,522
(57%)
DISTINCT:
2,526
(32%)
ZEROES:
741
(9%)
MAX
0.1M
95%
0.0M
Q3
-0.0M
MEDIAN
-0.0M
AVG
-0.0M
Q1
-0.0M
5%
-0.1M
MIN
-1.5M
RANGE
1.5M
IQR
11,823
STD
42,792
VAR
1.8B
KURT.
478
SKEW
-17.3
SUM
-45.0M
153
Visa_mpagosdolares
VALUES:
3,452
(43%)
MISSING:
4,522
(57%)
DISTINCT:
155
(2%)
ZEROES:
3,240
(41%)
MAX
3,505
95%
1
Q3
0
AVG
7
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
3,505
IQR
0.00
STD
110
VAR
12,027
KURT.
710
SKEW
25.4
SUM
24,521
154
Visa_fechaalta
VALUES:
6,071
(76%)
MISSING:
1,903
(24%)
DISTINCT:
3,678
(46%)
ZEROES:
---
MAX
11,140
95%
6,734
Q3
3,726
AVG
2,488
MEDIAN
1,791
Q1
951
5%
201
MIN
1
RANGE
11,139
IQR
2,776
STD
2,056
VAR
4.2M
KURT.
0.762
SKEW
1.11
SUM
15.1M
155
Visa_mconsumototal
VALUES:
3,452
(43%)
MISSING:
4,522
(57%)
DISTINCT:
2,166
(27%)
ZEROES:
1,148
(14%)
MAX
748k
95%
30k
Q3
5k
AVG
7k
MEDIAN
1k
Q1
0k
5%
0k
MIN
-1k
RANGE
749k
IQR
4,765
STD
23,890
VAR
570.7M
KURT.
375
SKEW
15.5
SUM
22.8M
156
Visa_cconsumos
VALUES:
3,452
(43%)
MISSING:
4,522
(57%)
DISTINCT:
45
(<1%)
ZEROES:
1,148
(14%)
MAX
56.0
95%
13.0
Q3
4.0
AVG
3.1
MEDIAN
1.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
56.0
IQR
4.00
STD
5.22
VAR
27.3
KURT.
19.7
SKEW
3.68
SUM
10,754
157
Visa_cadelantosefectivo
VALUES:
3,452
(43%)
MISSING:
4,522
(57%)
DISTINCT:
4
(<1%)
158
Visa_mpagominimo
VALUES:
6,071
(76%)
MISSING:
1,903
(24%)
DISTINCT:
960
(12%)
ZEROES:
3,460
(43%)
MAX
3.7M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
3.7M
IQR
515
STD
80,225
VAR
6.4B
KURT.
865
SKEW
22.8
SUM
73.0M
159
clase_ternaria
VALUES:
7,974
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
Associations
[Only including dataset "DataFrame"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
numero_de_cliente
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
cliente_antiguedad
-0.66
Visa_fechaalta
-0.56
Master_fechaalta
-0.48
cliente_edad
-0.44
Visa_mlimitecompra
-0.19
Visa_mfinanciacion_limite
-0.18
Master_Finiciomora
0.18
ctarjeta_visa_debitos_automaticos
-0.15
Master_mlimitecompra
-0.15
Master_mfinanciacion_limite
-0.14
Master_Fvencimiento
-0.14
Visa_Finiciomora
0.13
cproductos
-0.13
ccomisiones_otras
-0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_debito
0.17
ccaja_seguridad
0.12
cseguro_vivienda
0.10
cinversion2
0.09
Visa_status
0.08
active_quarter
0.08
thomebanking
0.08
ctarjeta_master_debitos_automaticos
0.08
ccomisiones_mantenimiento
0.07
ctarjeta_visa
0.07
ctarjeta_master
0.07
mdescubierto_preacordado
0.06
Master_status
0.06
cprestamos_prendarios
0.05
MOST FREQUENT VALUES
4572841
1
<0.1%
35167363
1
<0.1%
35229711
1
<0.1%
35219579
1
<0.1%
35214603
1
<0.1%
35209683
1
<0.1%
35209426
1
<0.1%
35207783
1
<0.1%
35206218
1
<0.1%
35203994
1
<0.1%
35197641
1
<0.1%
35191566
1
<0.1%
35191010
1
<0.1%
35169003
1
<0.1%
35168864
1
<0.1%
SMALLEST VALUES
4572841
1
<0.1%
4576124
1
<0.1%
4579001
1
<0.1%
4579372
1
<0.1%
4579843
1
<0.1%
4581794
1
<0.1%
4589554
1
<0.1%
4595212
1
<0.1%
4597311
1
<0.1%
4597851
1
<0.1%
4603880
1
<0.1%
4604458
1
<0.1%
4606365
1
<0.1%
4609795
1
<0.1%
4621140
1
<0.1%
LARGEST VALUES
61443131
1
<0.1%
60601115
1
<0.1%
60242107
1
<0.1%
59986830
1
<0.1%
59924595
1
<0.1%
59829157
1
<0.1%
59770032
1
<0.1%
59666944
1
<0.1%
59483277
1
<0.1%
58435091
1
<0.1%
58377568
1
<0.1%
58374125
1
<0.1%
58257104
1
<0.1%
58229998
1
<0.1%
58035870
1
<0.1%
foto_mes
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_Finiciomora
-0.49
Master_Finiciomora
-0.22
Visa_msaldopesos
-0.15
Visa_mpagominimo
-0.15
Visa_msaldototal
-0.15
Visa_mfinanciacion_limite
0.12
mprestamos_personales
-0.12
Master_mfinanciacion_limite
0.11
cproductos
0.11
mrentabilidad_annual
-0.10
Master_msaldopesos
-0.09
Master_msaldototal
-0.09
mcuenta_corriente
0.09
Master_mpagominimo
-0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visa_status
0.28
mdescubierto_preacordado
0.25
Master_status
0.24
ctarjeta_visa
0.23
internet
0.23
ctarjeta_master
0.21
Visa_delinquency
0.15
Master_delinquency
0.15
thomebanking
0.15
tmobile_app
0.13
ccajas_depositos
0.10
cseguro_vida
0.08
tpaquete1
0.08
cforex_sell
0.07
MOST FREQUENT VALUES
202001
919
11.5%
202007
880
11.0%
202006
867
10.9%
202010
777
9.7%
202008
757
9.5%
202002
754
9.5%
202005
717
9.0%
202011
714
9.0%
202009
685
8.6%
202004
596
7.5%
202003
308
3.9%
SMALLEST VALUES
202001
919
11.5%
202002
754
9.5%
202003
308
3.9%
202004
596
7.5%
202005
717
9.0%
202006
867
10.9%
202007
880
11.0%
202008
757
9.5%
202009
685
8.6%
202010
777
9.7%
202011
714
9.0%
LARGEST VALUES
202011
714
9.0%
202010
777
9.7%
202009
685
8.6%
202008
757
9.5%
202007
880
11.0%
202006
867
10.9%
202005
717
9.0%
202004
596
7.5%
202003
308
3.9%
202002
754
9.5%
202001
919
11.5%
active_quarter
MISSING:
---
TOP CATEGORIES
1
5,814
73%
0
2,160
27%
ALL
7,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
active_quarter
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
thomebanking
0.14
mplazo_fijo_pesos
0.13
internet
0.11
tcuentas
0.09
tmobile_app
0.08
mpayroll2
0.08
ccajas_extracciones
0.06
tcallcenter
0.05
ctarjeta_visa_descuentos
0.05
ccajeros_propios_descuentos
0.04

THESE FEATURES
GIVE INFORMATION
ON active_quarter:
thomebanking
0.16
internet
0.14
tmobile_app
0.08
tcallcenter
0.03
ccajas_transacciones
0.02
ccajas_extracciones
0.02
tcuentas
0.01
cseguro_accidentes_personales
0.01
ccajas_depositos
0.01
Visa_status
0.01
ccomisiones_mantenimiento
0.01
mdescubierto_preacordado
0.01
ctarjeta_master_debitos_automaticos
0.01
ccaja_ahorro
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
active_quarter
CORRELATION RATIO WITH...
ccomisiones_otras
0.40
ctrx_quarter
0.27
cproductos
0.19
ctarjeta_visa_transacciones
0.19
mrentabilidad_annual
0.18
chomebanking_transacciones
0.17
Visa_fechaalta
0.16
ctarjeta_visa_debitos_automaticos
0.15
Visa_cconsumos
0.15
mcomisiones_otras
0.15
mcomisiones
0.15
cmobile_app_trx
0.15
ctarjeta_debito_transacciones
0.14
cliente_antiguedad
0.14
cliente_vip
MISSING:
---
TOP CATEGORIES
0
7,960
>99%
1
14
<1%
ALL
7,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cliente_vip
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
ccuenta_corriente
0.11
minversion1_dolares
0.09
cpagodeservicios
0.02
cplazo_fijo
0.01
cinversion2
0.01
ctarjeta_visa_descuentos
0.01
cinversion1
0.00
ccajas_extracciones
0.00
ccaja_ahorro
0.00
ctarjeta_debito
0.00

THESE FEATURES
GIVE INFORMATION
ON cliente_vip:
ctarjeta_debito
0.14
ccuenta_corriente
0.12
cplazo_fijo
0.07
minversion1_dolares
0.06
ccaja_ahorro
0.06
cinversion2
0.04
ccajas_extracciones
0.03
cpagodeservicios
0.03
thomebanking
0.03
ccajas_depositos
0.02
ctarjeta_visa_descuentos
0.02
cinversion1
0.01
cforex_sell
0.01
mdescubierto_preacordado
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cliente_vip
CORRELATION RATIO WITH...
mplazo_fijo_dolares
0.26
mrentabilidad_annual
0.13
mcaja_ahorro_dolares
0.11
mcuentas_saldo
0.07
Master_mpagado
0.07
Visa_mlimitecompra
0.06
Visa_mfinanciacion_limite
0.06
Master_mlimitecompra
0.06
Master_mfinanciacion_limite
0.05
cliente_edad
0.05
mpasivos_margen
0.04
Visa_fechaalta
0.04
numero_de_cliente
0.04
cliente_antiguedad
0.04
internet
MISSING:
---
TOP CATEGORIES
0
4,297
54%
1
3,658
46%
2
19
<1%
ALL
7,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
internet
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
tmobile_app
0.35
thomebanking
0.28
active_quarter
0.14
tpaquete1
0.10
Visa_cadelantosefectivo
0.09
Master_madelantopesos
0.08
Visa_madelantopesos
0.08
Master_cadelantosefectivo
0.08
mtarjeta_master_descuentos
0.08
ctarjeta_master_descuentos
0.07

THESE FEATURES
GIVE INFORMATION
ON internet:
tmobile_app
0.28
thomebanking
0.28
active_quarter
0.11
tcallcenter
0.04
cforex
0.01
ccajas_transacciones
0.01
mdescubierto_preacordado
0.01
ccajas_extracciones
0.01
cforex_sell
0.01
ctarjeta_master
0.01
ccaja_ahorro
0.01
ctarjeta_visa
0.01
tpaquete3
0.01
ccomisiones_mantenimiento
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
internet
CORRELATION RATIO WITH...
cmobile_app_trx
0.27
ccomisiones_otras
0.24
foto_mes
0.23
ctrx_quarter
0.22
chomebanking_transacciones
0.22
ccallcenter_transacciones
0.16
Visa_cconsumos
0.13
ctarjeta_visa_transacciones
0.13
ctarjeta_debito_transacciones
0.12
mrentabilidad_annual
0.12
cproductos
0.12
ctarjeta_visa_debitos_automaticos
0.11
mforex_sell
0.10
mcomisiones
0.10
cliente_edad
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
numero_de_cliente
-0.44
cliente_antiguedad
0.38
Visa_fechaalta
0.34
Master_fechaalta
0.27
Visa_mfinanciacion_limite
0.15
Visa_mlimitecompra
0.15
ctarjeta_visa_debitos_automaticos
0.15
Visa_Finiciomora
-0.15
Master_mlimitecompra
0.13
cproductos
0.13
Master_mfinanciacion_limite
0.13
mttarjeta_visa_debitos_automaticos
0.12
Master_Finiciomora
-0.12
mrentabilidad_annual
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_debito
0.21
tmobile_app
0.17
cseguro_vivienda
0.16
ccaja_seguridad
0.13
ccaja_ahorro
0.09
ccomisiones_mantenimiento
0.08
internet
0.08
mdescubierto_preacordado
0.07
cplazo_fijo
0.07
cseguro_accidentes_personales
0.06
Visa_status
0.06
ctarjeta_master_debitos_automaticos
0.06
cseguro_vida
0.06
cforex
0.06
MOST FREQUENT VALUES
40
272
3.4%
41
233
2.9%
45
229
2.9%
42
226
2.8%
37
225
2.8%
35
225
2.8%
43
223
2.8%
38
222
2.8%
44
222
2.8%
33
222
2.8%
36
213
2.7%
39
209
2.6%
34
204
2.6%
32
198
2.5%
47
196
2.5%
SMALLEST VALUES
19
1
<0.1%
20
3
<0.1%
21
8
0.1%
22
28
0.4%
23
24
0.3%
24
40
0.5%
25
71
0.9%
26
75
0.9%
27
108
1.4%
28
129
1.6%
29
162
2.0%
30
187
2.3%
31
172
2.2%
32
198
2.5%
33
222
2.8%
LARGEST VALUES
97
2
<0.1%
95
1
<0.1%
92
4
<0.1%
91
3
<0.1%
90
5
<0.1%
89
2
<0.1%
88
3
<0.1%
87
5
<0.1%
86
1
<0.1%
85
10
0.1%
84
11
0.1%
83
10
0.1%
82
16
0.2%
81
28
0.4%
80
20
0.3%
cliente_antiguedad
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_fechaalta
0.85
Master_fechaalta
0.72
numero_de_cliente
-0.66
cliente_edad
0.38
Master_Finiciomora
-0.23
Visa_Finiciomora
-0.22
Master_Fvencimiento
0.21
ctarjeta_visa_debitos_automaticos
0.20
ccomisiones_otras
0.18
Visa_mlimitecompra
0.18
Visa_mfinanciacion_limite
0.17
mttarjeta_visa_debitos_automaticos
0.16
ccuenta_debitos_automaticos
0.14
cproductos
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_debito
0.23
cseguro_vivienda
0.14
active_quarter
0.14
cinversion2
0.14
ccaja_seguridad
0.12
tcuentas
0.11
ctarjeta_master_debitos_automaticos
0.09
ccomisiones_mantenimiento
0.09
ctarjeta_visa
0.09
Visa_status
0.08
thomebanking
0.08
cseguro_accidentes_personales
0.07
Master_status
0.07
cplazo_fijo
0.06
MOST FREQUENT VALUES
38
107
1.3%
37
95
1.2%
48
86
1.1%
39
83
1.0%
53
82
1.0%
36
75
0.9%
40
73
0.9%
43
72
0.9%
32
71
0.9%
29
68
0.9%
34
67
0.8%
50
67
0.8%
41
64
0.8%
56
64
0.8%
44
63
0.8%
SMALLEST VALUES
1
24
0.3%
2
29
0.4%
3
28
0.4%
4
39
0.5%
5
30
0.4%
6
32
0.4%
7
39
0.5%
8
36
0.5%
9
45
0.6%
10
41
0.5%
11
51
0.6%
12
43
0.5%
13
45
0.6%
14
38
0.5%
15
43
0.5%
LARGEST VALUES
371
6
<0.1%
370
5
<0.1%
369
4
<0.1%
368
4
<0.1%
367
3
<0.1%
366
3
<0.1%
365
5
<0.1%
364
1
<0.1%
363
1
<0.1%
362
4
<0.1%
361
2
<0.1%
318
25
0.3%
317
20
0.3%
316
22
0.3%
315
31
0.4%
mrentabilidad
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mactivos_margen
0.95
Master_mpagominimo
0.66
Master_msaldopesos
0.66
Master_msaldototal
0.66
Visa_mpagominimo
0.53
Visa_msaldopesos
0.50
Visa_msaldototal
0.49
mrentabilidad_annual
0.49
mcomisiones_otras
0.29
mcomisiones
0.29
mpasivos_margen
0.22
mcheques_emitidos_rechazados
0.20
mcheques_emitidos
0.18
ccheques_emitidos_rechazados
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visa_status
0.31
Master_status
0.26
cinversion2
0.14
ccomisiones_mantenimiento
0.12
Master_delinquency
0.12
ccheques_depositados_rechazados
0.12
active_quarter
0.11
ctarjeta_visa
0.09
mdescubierto_preacordado
0.09
ccaja_ahorro
0.09
ctarjeta_master
0.08
Visa_delinquency
0.08
ccajas_depositos
0.08
cseguro_accidentes_personales
0.08
MOST FREQUENT VALUES
0.0
956
12.0%
0.01
11
0.1%
0.1
3
<0.1%
0.14
3
<0.1%
1.75
3
<0.1%
0.03
3
<0.1%
0.08
3
<0.1%
0.02
3
<0.1%
0.11
3
<0.1%
0.39
3
<0.1%
1691.86
3
<0.1%
40.98
2
<0.1%
1315.41
2
<0.1%
1463.76
2
<0.1%
4.69
2
<0.1%
SMALLEST VALUES
-57816.96
1
<0.1%
-53042.61
1
<0.1%
-50001.84
1
<0.1%
-45962.84
1
<0.1%
-45570.86
1
<0.1%
-42410.49
1
<0.1%
-38658.48
1
<0.1%
-37091.58
1
<0.1%
-36806.55
1
<0.1%
-35473.53
1
<0.1%
-33735.58
1
<0.1%
-30779.85
1
<0.1%
-30730.38
1
<0.1%
-30008.53
1
<0.1%
-29180.43
1
<0.1%
LARGEST VALUES
348340.26
1
<0.1%
151808.56
1
<0.1%
145223.26
1
<0.1%
125304.08
1
<0.1%
116257.93
1
<0.1%
104664.81
1
<0.1%
103535.38
1
<0.1%
97692.15
1
<0.1%
89327.58
1
<0.1%
87471.43
1
<0.1%
87095.13
1
<0.1%
85498.54
1
<0.1%
84796.83
1
<0.1%
82751.24
1
<0.1%
81250.59
1
<0.1%
mrentabilidad_annual
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mrentabilidad
0.49
mpasivos_margen
0.48
Visa_msaldototal
0.39
Visa_msaldopesos
0.39
mplazo_fijo_dolares
0.38
mactivos_margen
0.38
mcaja_ahorro
0.38
Visa_mpagominimo
0.35
Master_msaldototal
0.34
Master_msaldopesos
0.34
Master_mpagominimo
0.30
mcuenta_corriente
-0.24
mcheques_emitidos
0.23
mcomisiones_otras
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
minversion1_dolares
0.35
active_quarter
0.18
cplazo_fijo
0.16
Visa_status
0.15
ccuenta_corriente
0.15
ccaja_seguridad
0.15
ccaja_ahorro
0.15
Master_status
0.15
cpagodeservicios
0.14
ctarjeta_visa
0.14
cliente_vip
0.13
tpaquete3
0.13
internet
0.12
ccheques_depositados_rechazados
0.11
MOST FREQUENT VALUES
0.0
930
11.7%
15702.47
2
<0.1%
9589.94
2
<0.1%
3037.07
2
<0.1%
3.72
2
<0.1%
7739.78
2
<0.1%
12642.86
2
<0.1%
19857.75
2
<0.1%
0.14
2
<0.1%
594.1
2
<0.1%
12906.24
2
<0.1%
6.14
2
<0.1%
2577.31
2
<0.1%
858.34
2
<0.1%
6118.59
2
<0.1%
SMALLEST VALUES
-133136.04
1
<0.1%
-131690.73
1
<0.1%
-127491.54
1
<0.1%
-105710.27
1
<0.1%
-104922.27
1
<0.1%
-97047.14
1
<0.1%
-96716.24
1
<0.1%
-95788.82
1
<0.1%
-91063.96
1
<0.1%
-79302.13
1
<0.1%
-76098.48
1
<0.1%
-72616.63
1
<0.1%
-70463.33
1
<0.1%
-69926.59
1
<0.1%
-63367.35
1
<0.1%
LARGEST VALUES
1261689.01
1
<0.1%
1258656.89
1
<0.1%
776207.07
1
<0.1%
641153.16
1
<0.1%
560640.7
1
<0.1%
514080.34
1
<0.1%
469117.12
1
<0.1%
431774.21
1
<0.1%
406453.46
1
<0.1%
399480.01
1
<0.1%
392295.64
1
<0.1%
390321.2
1
<0.1%
380846.47
1
<0.1%
370067.95
1
<0.1%
335264.23
1
<0.1%
mcomisiones
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcomisiones_otras
1.00
mcheques_emitidos_rechazados
0.72
ccheques_emitidos_rechazados
0.65
ccheques_emitidos
0.50
mcheques_emitidos
0.44
mcomisiones_mantenimiento
0.44
mrentabilidad
0.29
ccomisiones_otras
0.23
ctrx_quarter
0.21
mrentabilidad_annual
0.21
ctarjeta_visa_debitos_automaticos
0.17
Visa_cconsumos
0.17
mttarjeta_visa_debitos_automaticos
0.16
Visa_mconsumospesos
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccheques_depositados_rechazados
0.45
ccomisiones_mantenimiento
0.39
ccaja_ahorro
0.17
active_quarter
0.15
internet
0.10
cseguro_vivienda
0.09
ccaja_seguridad
0.09
thomebanking
0.08
tpaquete3
0.08
cseguro_auto
0.07
ctarjeta_master_debitos_automaticos
0.07
mdescubierto_preacordado
0.06
ccajas_extracciones
0.06
ccajas_depositos
0.06
MOST FREQUENT VALUES
0.0
2,375
29.8%
1221.91
673
8.4%
1726.11
219
2.7%
62.47
175
2.2%
1284.39
132
1.7%
1076.1
49
0.6%
2350.95
47
0.6%
1788.59
46
0.6%
1543.87
31
0.4%
6.98
27
0.3%
610.95
22
0.3%
-1221.91
21
0.3%
1228.89
19
0.2%
1606.35
16
0.2%
2413.42
13
0.2%
SMALLEST VALUES
-17368.63
1
<0.1%
-12307.96
1
<0.1%
-11754.74
1
<0.1%
-10356.67
1
<0.1%
-10275.79
1
<0.1%
-8630.56
3
<0.1%
-7249.0
1
<0.1%
-7052.85
1
<0.1%
-6904.45
4
<0.1%
-6900.78
1
<0.1%
-6834.21
1
<0.1%
-6488.31
1
<0.1%
-6109.54
1
<0.1%
-6047.06
2
<0.1%
-5228.64
1
<0.1%
LARGEST VALUES
88796.58
1
<0.1%
80201.16
1
<0.1%
64699.15
1
<0.1%
31309.29
1
<0.1%
25159.94
1
<0.1%
15091.83
1
<0.1%
13533.92
1
<0.1%
13456.93
1
<0.1%
11718.84
1
<0.1%
11453.24
1
<0.1%
10464.81
1
<0.1%
10386.49
1
<0.1%
10128.73
1
<0.1%
9862.74
1
<0.1%
8557.12
1
<0.1%
mactivos_margen
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mrentabilidad
0.95
Master_mpagominimo
0.69
Master_msaldopesos
0.68
Master_msaldototal
0.67
Visa_mpagominimo
0.54
Visa_msaldopesos
0.48
Visa_msaldototal
0.48
mrentabilidad_annual
0.38
Master_Finiciomora
0.13
mcuenta_corriente
-0.13
Visa_cconsumos
-0.10
mcuentas_saldo
-0.10
Visa_Finiciomora
0.09
mprestamos_personales
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visa_status
0.33
Master_status
0.29
cinversion2
0.14
mdescubierto_preacordado
0.12
ctarjeta_visa
0.12
Master_delinquency
0.12
ctarjeta_master
0.11
Visa_delinquency
0.09
ccajas_depositos
0.08
cprestamos_prendarios
0.08
cseguro_accidentes_personales
0.07
active_quarter
0.06
ccajas_transacciones
0.06
cseguro_vida
0.05
MOST FREQUENT VALUES
0.0
1,392
17.5%
0.01
8
0.1%
-0.02
6
<0.1%
0.02
6
<0.1%
-0.03
5
<0.1%
4.1
4
<0.1%
-0.04
4
<0.1%
0.05
4
<0.1%
0.38
4
<0.1%
12.62
4
<0.1%
3.55
4
<0.1%
0.09
4
<0.1%
0.1
3
<0.1%
0.22
3
<0.1%
2.72
3
<0.1%
SMALLEST VALUES
-49421.99
1
<0.1%
-47624.52
1
<0.1%
-45821.37
1
<0.1%
-44260.4
1
<0.1%
-40025.27
1
<0.1%
-36248.29
1
<0.1%
-33142.06
1
<0.1%
-32498.29
1
<0.1%
-31702.21
1
<0.1%
-30319.26
1
<0.1%
-28842.25
1
<0.1%
-26262.74
1
<0.1%
-25648.32
1
<0.1%
-25338.93
1
<0.1%
-23822.71
1
<0.1%
LARGEST VALUES
291217.07
1
<0.1%
129152.88
1
<0.1%
123864.47
1
<0.1%
105782.48
1
<0.1%
97859.15
1
<0.1%
87274.43
1
<0.1%
85409.7
1
<0.1%
74733.53
1
<0.1%
73806.73
1
<0.1%
72000.62
1
<0.1%
70837.3
1
<0.1%
68786.83
1
<0.1%
65198.95
1
<0.1%
62479.62
1
<0.1%
60101.64
1
<0.1%
mpasivos_margen
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcaja_ahorro
0.78
mrentabilidad_annual
0.48
Visa_mconsumospesos
0.31
Visa_mconsumototal
0.31
mcheques_emitidos
0.31
mtarjeta_visa_consumo
0.29
mautoservicio
0.29
ctrx_quarter
0.27
mcuentas_saldo
0.27
ctarjeta_debito_transacciones
0.23
Visa_mpagospesos
-0.22
mtransferencias_recibidas
0.22
mrentabilidad
0.22
mtransferencias_emitidas
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cpagodeservicios
0.24
cseguro_auto
0.19
ccajas_extracciones
0.15
cplazo_fijo
0.15
ccaja_seguridad
0.12
tpaquete1
0.11
active_quarter
0.11
ccaja_ahorro
0.10
thomebanking
0.10
ccajeros_propios_descuentos
0.09
ccajas_transacciones
0.09
ctarjeta_master_debitos_automaticos
0.08
tpaquete3
0.07
minversion1_dolares
0.07
MOST FREQUENT VALUES
0.0
2,241
28.1%
0.01
51
0.6%
0.03
38
0.5%
0.02
23
0.3%
0.04
21
0.3%
0.06
19
0.2%
0.05
19
0.2%
0.15
16
0.2%
0.09
15
0.2%
0.1
14
0.2%
0.12
12
0.2%
0.16
12
0.2%
0.07
12
0.2%
0.27
11
0.1%
0.83
10
0.1%
SMALLEST VALUES
-12525.24
1
<0.1%
-6065.16
1
<0.1%
-5750.82
1
<0.1%
-2844.74
1
<0.1%
-2164.53
1
<0.1%
-1748.59
1
<0.1%
-1649.42
1
<0.1%
-1615.91
1
<0.1%
-1570.23
1
<0.1%
-1404.88
1
<0.1%
-1243.21
1
<0.1%
-1205.28
1
<0.1%
-1201.64
1
<0.1%
-1197.72
1
<0.1%
-1099.26
1
<0.1%
LARGEST VALUES
55261.16
1
<0.1%
38826.66
1
<0.1%
21989.64
1
<0.1%
21478.26
1
<0.1%
18298.54
1
<0.1%
17138.78
1
<0.1%
15454.24
1
<0.1%
14911.5
1
<0.1%
14801.49
1
<0.1%
14298.96
1
<0.1%
13606.34
1
<0.1%
12700.12
1
<0.1%
12002.05
1
<0.1%
11672.33
1
<0.1%
11425.06
1
<0.1%
cproductos
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ccomisiones_otras
0.38
ctarjeta_visa_debitos_automaticos
0.31
Visa_Finiciomora
-0.30
Visa_mfinanciacion_limite
0.28
Master_mfinanciacion_limite
0.26
ctrx_quarter
0.25
Visa_mlimitecompra
0.24
ctarjeta_visa_transacciones
0.24
Master_mlimitecompra
0.22
ccuenta_debitos_automaticos
0.22
Visa_cconsumos
0.21
Master_cconsumos
0.21
mttarjeta_visa_debitos_automaticos
0.19
Master_Finiciomora
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_visa
0.59
ctarjeta_master
0.57
mdescubierto_preacordado
0.38
cseguro_accidentes_personales
0.36
cseguro_vivienda
0.30
cseguro_vida
0.30
Visa_status
0.25
Master_status
0.21
active_quarter
0.19
thomebanking
0.18
ctarjeta_debito
0.17
ctarjeta_master_debitos_automaticos
0.16
ccaja_seguridad
0.15
cplazo_fijo
0.14
MOST FREQUENT VALUES
6
2,440
30.6%
7
1,993
25.0%
5
1,401
17.6%
4
1,049
13.2%
8
705
8.8%
9
250
3.1%
10
72
0.9%
11
32
0.4%
3
19
0.2%
12
10
0.1%
13
2
<0.1%
14
1
<0.1%
SMALLEST VALUES
3
19
0.2%
4
1,049
13.2%
5
1,401
17.6%
6
2,440
30.6%
7
1,993
25.0%
8
705
8.8%
9
250
3.1%
10
72
0.9%
11
32
0.4%
12
10
0.1%
13
2
<0.1%
14
1
<0.1%
LARGEST VALUES
14
1
<0.1%
13
2
<0.1%
12
10
0.1%
11
32
0.4%
10
72
0.9%
9
250
3.1%
8
705
8.8%
7
1,993
25.0%
6
2,440
30.6%
5
1,401
17.6%
4
1,049
13.2%
3
19
0.2%
tpaquete1
MISSING:
---
TOP CATEGORIES
1
7,947
>99%
2
27
<1%
ALL
7,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
tpaquete1
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
cseguro_auto
0.01
internet
0.00
ccaja_seguridad
0.00
ccajas_depositos
0.00
ctarjeta_visa
0.00
ctarjeta_master
0.00
cseguro_vivienda
0.00
mdescubierto_preacordado
0.00
Visa_status
0.00
Master_status
0.00

THESE FEATURES
GIVE INFORMATION
ON tpaquete1:
internet
0.10
ctarjeta_visa
0.04
ctarjeta_master
0.03
mdescubierto_preacordado
0.03
Visa_status
0.03
Master_status
0.02
cseguro_auto
0.02
ccaja_seguridad
0.01
cseguro_vivienda
0.01
ctarjeta_debito
0.01
ccajas_depositos
0.01
cforex
0.01
ccomisiones_mantenimiento
0.01
cforex_sell
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tpaquete1
CORRELATION RATIO WITH...
mcheques_emitidos
0.13
Visa_mfinanciacion_limite
0.12
Master_mfinanciacion_limite
0.12
Visa_mlimitecompra
0.11
mpasivos_margen
0.11
Master_mlimitecompra
0.11
mcaja_ahorro
0.10
mtarjeta_visa_consumo
0.10
mttarjeta_visa_debitos_automaticos
0.09
ccheques_depositados
0.09
cpagomiscuentas
0.08
ctarjeta_visa_transacciones
0.08
foto_mes
0.08
mcheques_depositados
0.08
tpaquete2
MISSING:
---
TOP CATEGORIES
0
7,974
100%
ALL
7,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
tpaquete2
PROVIDES INFORMATION ON...
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
mtarjeta_master_descuentos
0.00
mplazo_fijo_pesos
0.00
minversion1_dolares
0.00
Visa_cadelantosefectivo
0.00
Visa_madelantopesos
0.00
ccajeros_propios_descuentos
0.00
cprestamos_prendarios
0.00
tpaquete4
0.00
Visa_delinquency
0.00
ctarjeta_master_debitos_automaticos
0.00
cforex_buy
0.00

THESE FEATURES
GIVE INFORMATION
ON tpaquete2:
active_quarter
1.00
cliente_vip
1.00
internet
1.00
tpaquete1
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00
ctarjeta_debito
1.00
ctarjeta_visa
1.00
ctarjeta_master
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tpaquete2
CORRELATION RATIO WITH...
numero_de_cliente
0.00
foto_mes
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
cproductos
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
tpaquete3
MISSING:
---
TOP CATEGORIES
0
7,746
97%
1
228
3%
ALL
7,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
tpaquete3
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
ccaja_ahorro
0.26
Visa_madelantopesos
0.08
Visa_cadelantosefectivo
0.08
cprestamos_prendarios
0.06
Master_madelantopesos
0.05
Master_cadelantosefectivo
0.05
Master_delinquency
0.04
ccajas_depositos
0.03
ccheques_depositados_rechazados
0.03
Visa_delinquency
0.02

THESE FEATURES
GIVE INFORMATION
ON tpaquete3:
ccaja_ahorro
0.70
ccajas_transacciones
0.05
Master_status
0.05
Visa_status
0.04
ccajas_depositos
0.04
ctarjeta_visa
0.04
ctarjeta_master
0.04
internet
0.03
Visa_delinquency
0.03
Master_delinquency
0.03
cprestamos_prendarios
0.03
mdescubierto_preacordado
0.02
cseguro_accidentes_personales
0.02
ccajas_extracciones
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tpaquete3
CORRELATION RATIO WITH...
mprestamos_personales
0.25
Visa_msaldopesos
0.17
Visa_msaldototal
0.16
ctrx_quarter
0.15
mrentabilidad_annual
0.13
cpayroll_trx
0.11
cprestamos_personales
0.11
ccomisiones_otras
0.11
cmobile_app_trx
0.10
ctarjeta_debito_transacciones
0.10
Visa_mpagominimo
0.10
ccajas_consultas
0.09
Master_Finiciomora
0.08
mcomisiones
0.08
tpaquete4
MISSING:
---
TOP CATEGORIES
0
7,804
98%
1
170
2%
ALL
7,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
tpaquete4
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
ccaja_ahorro
0.19
minversion1_dolares
0.06
cpagodeservicios
0.02
ccajeros_propios_descuentos
0.02
cplazo_fijo
0.01
ccajas_extracciones
0.01
cinversion2
0.01
cprestamos_hipotecarios
0.01
cforex_sell
0.01
cinversion1
0.01

THESE FEATURES
GIVE INFORMATION
ON tpaquete4:
ccaja_ahorro
0.64
ccajas_extracciones
0.03
ccomisiones_mantenimiento
0.02
ccajas_transacciones
0.01
tmobile_app
0.01
cplazo_fijo
0.01
cforex_sell
0.01
thomebanking
0.01
cforex
0.01
active_quarter
0.01
cinversion2
0.01
internet
0.01
ctarjeta_master_debitos_automaticos
0.01
ccajeros_propios_descuentos
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tpaquete4
CORRELATION RATIO WITH...
cpayroll_trx
0.18
ctarjeta_debito_transacciones
0.15
mautoservicio
0.15
catm_trx_other
0.12
cextraccion_autoservicio
0.12
ctrx_quarter
0.11
matm_other
0.08
catm_trx
0.07
minversion2
0.07
ccomisiones_otras
0.07
cmobile_app_trx
0.07
ccuenta_debitos_automaticos
0.07
chomebanking_transacciones
0.06
mcaja_ahorro
0.06
tcuentas
MISSING:
---
TOP CATEGORIES
1
7,837
98%
2
137
2%
ALL
7,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
tcuentas
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
minversion1_dolares
0.06
ccomisiones_mantenimiento
0.02
active_quarter
0.01
ctarjeta_master
0.00
cforex
0.00
cforex_sell
0.00
mdescubierto_preacordado
0.00
ccajas_extracciones
0.00
tpaquete4
0.00
ccaja_seguridad
0.00

THESE FEATURES
GIVE INFORMATION
ON tcuentas:
ccomisiones_mantenimiento
0.16
active_quarter
0.09
ctarjeta_master
0.03
ctarjeta_visa
0.03
mdescubierto_preacordado
0.03
ctarjeta_debito
0.03
tmobile_app
0.02
Visa_status
0.02
Master_status
0.02
thomebanking
0.01
cforex
0.01
internet
0.01
ccajas_extracciones
0.01
cseguro_accidentes_personales
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tcuentas
CORRELATION RATIO WITH...
Master_Fvencimiento
0.14
cliente_antiguedad
0.11
mcomisiones_mantenimiento
0.08
ccomisiones_otras
0.08
Master_fechaalta
0.08
Visa_fechaalta
0.07
ctrx_quarter
0.07
mrentabilidad_annual
0.05
numero_de_cliente
0.05
mcomisiones_otras
0.05
mcomisiones
0.05
ccuenta_debitos_automaticos
0.04
ctransferencias_recibidas
0.04
ctarjeta_debito_transacciones
0.03
ccuenta_corriente
MISSING:
---
TOP CATEGORIES
1
7,959
>99%
2
15
<1%
ALL
7,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccuenta_corriente
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
cliente_vip
0.12
minversion1_dolares
0.09
ccaja_seguridad
0.02
ccaja_ahorro
0.02
cplazo_fijo
0.00
cinversion1
0.00
cprestamos_prendarios
0.00
cinversion2
0.00
ctarjeta_debito
0.00
cseguro_vivienda
0.00

THESE FEATURES
GIVE INFORMATION
ON ccuenta_corriente:
ccaja_ahorro
0.40
ccaja_seguridad
0.14
cliente_vip
0.11
ctarjeta_debito
0.09
minversion1_dolares
0.06
cplazo_fijo
0.03
cseguro_vivienda
0.03
mdescubierto_preacordado
0.01
cprestamos_prendarios
0.01
Master_status
0.01
cinversion2
0.01
cinversion1
0.01
Visa_status
0.01
cseguro_vida
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccuenta_corriente
CORRELATION RATIO WITH...
mplazo_fijo_dolares
0.25
mrentabilidad_annual
0.15
mcaja_ahorro_dolares
0.10
cproductos
0.09
mcuentas_saldo
0.08
Master_mfinanciacion_limite
0.08
Master_mlimitecompra
0.08
Visa_mfinanciacion_limite
0.07
Visa_mlimitecompra
0.07
cliente_edad
0.06
cliente_antiguedad
0.05
mpasivos_margen
0.05
numero_de_cliente
0.04
mcaja_ahorro
0.03
mcuenta_corriente_adicional
MISSING:
---
TOP CATEGORIES
0.0
7,971
>99%
35870.64
1
<1%
3478.32
1
<1%
41.2
1
<1%
ALL
7,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
mcuenta_corriente_adicional
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
ctarjeta_master_debitos_automaticos
0.00
ccaja_seguridad
0.00
ctarjeta_debito
0.00
ccaja_ahorro
0.00
ccomisiones_mantenimiento
0.00
cseguro_accidentes_personales
0.00
internet
0.00
thomebanking
0.00
ctarjeta_master
0.00
ctarjeta_visa
0.00

THESE FEATURES
GIVE INFORMATION
ON mcuenta_corriente_adicional:
ctarjeta_debito
0.37
ctarjeta_master_debitos_automaticos
0.27
ccomisiones_mantenimiento
0.26
ccaja_seguridad
0.13
ccaja_ahorro
0.13
cseguro_accidentes_personales
0.08
internet
0.07
thomebanking
0.07
ctarjeta_master
0.06
ctarjeta_visa
0.05
mdescubierto_preacordado
0.04
active_quarter
0.03
tmobile_app
0.03
Visa_status
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mcuenta_corriente_adicional
CORRELATION RATIO WITH...
Master_cconsumos
0.07
ctarjeta_master_transacciones
0.06
mcomisiones_mantenimiento
0.05
cproductos
0.04
cliente_antiguedad
0.03
numero_de_cliente
0.03
ccomisiones_otras
0.03
cliente_edad
0.03
mttarjeta_visa_debitos_automaticos
0.03
mcomisiones
0.03
mcomisiones_otras
0.03
ccuenta_debitos_automaticos
0.02
Master_Fvencimiento
0.02
Master_fechaalta
0.02
mcuenta_corriente
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcuentas_saldo
0.37
mrentabilidad_annual
-0.24
mprestamos_prendarios
-0.15
mactivos_margen
-0.13
cproductos
0.11
mrentabilidad
-0.11
Visa_mpagominimo
-0.10
Master_cconsumos
0.10
mpagodeservicios
0.10
ccomisiones_otras
0.09
mprestamos_hipotecarios
-0.09
foto_mes
0.09
Visa_Finiciomora
-0.08
Visa_msaldopesos
-0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cprestamos_prendarios
0.32
mdescubierto_preacordado
0.27
Visa_status
0.23
ctarjeta_visa
0.23
Master_status
0.22
ctarjeta_master
0.20
ccomisiones_mantenimiento
0.12
thomebanking
0.11
cpagodeservicios
0.11
tpaquete3
0.07
ccajas_depositos
0.06
cprestamos_hipotecarios
0.06
ccaja_ahorro
0.06
internet
0.06
MOST FREQUENT VALUES
0.0
1,830
22.9%
-213.82
16
0.2%
-302.07
10
0.1%
-106.91
9
0.1%
-110.48
6
<0.1%
-220.96
6
<0.1%
-0.65
4
<0.1%
-156.06
4
<0.1%
-160.37
4
<0.1%
-0.03
3
<0.1%
-52.77
3
<0.1%
-212.56
3
<0.1%
-235.6
2
<0.1%
-65.04
2
<0.1%
-145.18
2
<0.1%
SMALLEST VALUES
-4295473.39
1
<0.1%
-3245564.02
1
<0.1%
-2739780.01
1
<0.1%
-2439005.01
1
<0.1%
-2242965.57
1
<0.1%
-2218613.23
1
<0.1%
-2208065.73
1
<0.1%
-1908894.23
1
<0.1%
-1842565.4
1
<0.1%
-1781242.66
1
<0.1%
-1724471.51
1
<0.1%
-1642749.19
1
<0.1%
-1589116.04
1
<0.1%
-1552657.46
1
<0.1%
-1547017.62
1
<0.1%
LARGEST VALUES
1469372.27
1
<0.1%
371081.89
1
<0.1%
318267.12
1
<0.1%
309011.71
1
<0.1%
301440.6
1
<0.1%
220820.26
1
<0.1%
217356.2
1
<0.1%
189096.95
1
<0.1%
186498.22
1
<0.1%
153884.81
1
<0.1%
102511.86
1
<0.1%
101172.2
1
<0.1%
97239.56
1
<0.1%
72806.04
1
<0.1%
67247.16
1
<0.1%
ccaja_ahorro
MISSING:
---
TOP CATEGORIES
2
7,302
92%
4
428
5%
3
221
3%
5
15
<1%
6
7
<1%
8
1
<1%
ALL
7,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccaja_ahorro
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
tpaquete3
0.70
tpaquete4
0.64
ccuenta_corriente
0.40
mplazo_fijo_pesos
0.29
minversion1_dolares
0.14
mcuenta_corriente_adicional
0.13
ccheques_depositados_rechazados
0.07
Visa_madelantopesos
0.06
Visa_cadelantosefectivo
0.06
cliente_vip
0.06

THESE FEATURES
GIVE INFORMATION
ON ccaja_ahorro:
tpaquete3
0.26
tpaquete4
0.19
ccajas_transacciones
0.02
ccajas_extracciones
0.02
ccomisiones_mantenimiento
0.02
ccuenta_corriente
0.02
ccajas_depositos
0.02
internet
0.01
Master_status
0.01
thomebanking
0.01
active_quarter
0.01
tmobile_app
0.01
cprestamos_prendarios
0.01
Visa_status
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccaja_ahorro
CORRELATION RATIO WITH...
ccheques_emitidos_rechazados
0.34
mcaja_ahorro_adicional
0.30
mcheques_emitidos_rechazados
0.26
ccheques_emitidos
0.25
mprestamos_personales
0.20
ctrx_quarter
0.20
cpayroll_trx
0.19
ctarjeta_debito_transacciones
0.18
mautoservicio
0.17
mcomisiones
0.17
mcomisiones_otras
0.17
mrentabilidad_annual
0.15
cextraccion_autoservicio
0.14
mcheques_emitidos
0.14
mcaja_ahorro
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mpasivos_margen
0.78
mrentabilidad_annual
0.38
mcuentas_saldo
0.31
mautoservicio
0.24
mcheques_emitidos
0.22
ctarjeta_debito_transacciones
0.22
ctrx_quarter
0.20
mtransferencias_recibidas
0.20
mtransferencias_emitidas
0.20
Master_Finiciomora
-0.19
Visa_Finiciomora
-0.18
mpayroll
0.18
ccheques_depositados
0.18
mextraccion_autoservicio
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cseguro_auto
0.20
cpagodeservicios
0.18
ccajas_extracciones
0.12
cplazo_fijo
0.12
ccajeros_propios_descuentos
0.11
tpaquete1
0.10
ccaja_ahorro
0.09
ccaja_seguridad
0.08
cforex_sell
0.08
thomebanking
0.07
cforex
0.07
ctarjeta_master_debitos_automaticos
0.07
tpaquete3
0.06
mdescubierto_preacordado
0.06
MOST FREQUENT VALUES
0.0
3,576
44.8%
0.02
9
0.1%
0.18
7
<0.1%
0.01
7
<0.1%
0.09
6
<0.1%
0.03
5
<0.1%
0.05
5
<0.1%
0.49
5
<0.1%
0.1
4
<0.1%
0.32
4
<0.1%
0.04
4
<0.1%
0.07
4
<0.1%
95.99
3
<0.1%
2.0
3
<0.1%
0.44
3
<0.1%
SMALLEST VALUES
-8.86
1
<0.1%
0.0
3,576
44.8%
0.01
7
<0.1%
0.02
9
0.1%
0.03
5
<0.1%
0.04
4
<0.1%
0.05
5
<0.1%
0.07
4
<0.1%
0.08
3
<0.1%
0.09
6
<0.1%
0.1
4
<0.1%
0.12
3
<0.1%
0.14
1
<0.1%
0.15
1
<0.1%
0.16
2
<0.1%
LARGEST VALUES
3650291.5
1
<0.1%
2349180.82
1
<0.1%
1500473.76
1
<0.1%
987504.46
1
<0.1%
968185.91
1
<0.1%
837576.74
1
<0.1%
765007.1
1
<0.1%
757111.05
1
<0.1%
715451.65
1
<0.1%
687421.37
1
<0.1%
648885.74
1
<0.1%
638740.66
1
<0.1%
616636.87
1
<0.1%
592058.56
1
<0.1%
590193.02
1
<0.1%
mcaja_ahorro_adicional
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcaja_ahorro
0.13
mautoservicio
0.11
mextraccion_autoservicio
0.11
matm
0.11
catm_trx
0.10
mpasivos_margen
0.10
cextraccion_autoservicio
0.10
Visa_Finiciomora
-0.09
cpagomiscuentas
0.08
cliente_edad
0.08
Master_Finiciomora
0.07
ctrx_quarter
0.06
mrentabilidad_annual
0.05
ctarjeta_debito_transacciones
0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccaja_ahorro
0.30
cplazo_fijo
0.18
ctarjeta_debito
0.04
ccajas_extracciones
0.04
ccaja_seguridad
0.03
ccomisiones_mantenimiento
0.02
mdescubierto_preacordado
0.02
cforex_sell
0.02
Master_delinquency
0.02
thomebanking
0.02
Master_status
0.02
cseguro_accidentes_personales
0.02
cseguro_vida
0.01
ccajas_transacciones
0.01
MOST FREQUENT VALUES
0.0
7,793
97.7%
377.41
5
<0.1%
389.99
2
<0.1%
2641.93
2
<0.1%
1170.0
2
<0.1%
3774.18
2
<0.1%
34.31
1
<0.1%
9036.56
1
<0.1%
702.0
1
<0.1%
284.48
1
<0.1%
86678.25
1
<0.1%
32081.22
1
<0.1%
1906.52
1
<0.1%
171.79
1
<0.1%
37.35
1
<0.1%
SMALLEST VALUES
-294.57
1
<0.1%
0.0
7,793
97.7%
0.02
1
<0.1%
0.05
1
<0.1%
0.14
1
<0.1%
0.17
1
<0.1%
0.24
1
<0.1%
0.43
1
<0.1%
0.46
1
<0.1%
0.9
1
<0.1%
0.92
1
<0.1%
1.63
1
<0.1%
1.79
1
<0.1%
2.46
1
<0.1%
2.7
1
<0.1%
LARGEST VALUES
432991.14
1
<0.1%
415727.07
1
<0.1%
234346.16
1
<0.1%
209219.24
1
<0.1%
188166.44
1
<0.1%
166048.98
1
<0.1%
161483.59
1
<0.1%
114382.8
1
<0.1%
105875.1
1
<0.1%
94097.61
1
<0.1%
87786.09
1
<0.1%
86678.25
1
<0.1%
82185.63
1
<0.1%
73310.29
1
<0.1%
62533.91
1
<0.1%
mcaja_ahorro_dolares
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcuentas_saldo
0.47
Visa_Finiciomora
-0.12
Master_Finiciomora
-0.11
mrentabilidad_annual
0.07
mcaja_ahorro
0.07
mpasivos_margen
0.06
Visa_mfinanciacion_limite
0.04
cliente_antiguedad
0.04
Visa_mlimitecompra
0.04
numero_de_cliente
-0.04
mforex_sell
0.03
foto_mes
0.03
Master_mfinanciacion_limite
0.03
cproductos
0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cliente_vip
0.11
ccuenta_corriente
0.10
ctarjeta_debito
0.06
ccaja_ahorro
0.06
ccaja_seguridad
0.04
mdescubierto_preacordado
0.04
thomebanking
0.04
tpaquete4
0.04
cseguro_vida
0.03
ctarjeta_master_debitos_automaticos
0.03
cforex
0.03
cforex_sell
0.03
active_quarter
0.03
ctarjeta_master
0.03
MOST FREQUENT VALUES
0.0
5,456
68.4%
0.84
25
0.3%
0.8
25
0.3%
0.91
23
0.3%
0.81
21
0.3%
0.94
20
0.3%
0.72
18
0.2%
0.78
17
0.2%
0.7
17
0.2%
0.86
16
0.2%
0.88
15
0.2%
1.77
14
0.2%
1.41
13
0.2%
1.6
11
0.1%
1.73
10
0.1%
SMALLEST VALUES
-1269.12
1
<0.1%
-477.87
1
<0.1%
-295.76
1
<0.1%
-149.93
1
<0.1%
-12.47
1
<0.1%
0.0
5,456
68.4%
0.7
17
0.2%
0.72
18
0.2%
0.74
5
<0.1%
0.78
17
0.2%
0.8
25
0.3%
0.81
21
0.3%
0.84
25
0.3%
0.86
16
0.2%
0.88
15
0.2%
LARGEST VALUES
9122514.17
1
<0.1%
7737281.83
1
<0.1%
7488460.24
1
<0.1%
5362233.36
1
<0.1%
4623097.15
1
<0.1%
4032878.83
1
<0.1%
3743911.5
1
<0.1%
2788477.35
1
<0.1%
2727567.61
1
<0.1%
2628067.63
1
<0.1%
2226072.42
1
<0.1%
1917895.66
1
<0.1%
1770187.98
1
<0.1%
1734500.97
1
<0.1%
1493873.7
1
<0.1%
mdescubierto_preacordado
MISSING:
---
TOP CATEGORIES
1.17
5,377
67%
0.0
2,597
33%
ALL
7,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
mdescubierto_preacordado
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
ctarjeta_visa
0.29
ctarjeta_master
0.23
Visa_status
0.15
Master_status
0.14
mpayroll2
0.08
minversion1_dolares
0.07
Master_delinquency
0.07
Visa_delinquency
0.05
ctarjeta_visa_descuentos
0.05
mtarjeta_master_descuentos
0.05

THESE FEATURES
GIVE INFORMATION
ON mdescubierto_preacordado:
ctarjeta_visa
0.33
ctarjeta_master
0.25
Visa_status
0.14
Master_status
0.12
thomebanking
0.04
ccajas_transacciones
0.02
Visa_delinquency
0.01
Master_delinquency
0.01
internet
0.01
cforex_sell
0.01
cforex
0.01
active_quarter
0.01
ccomisiones_mantenimiento
0.01
tpaquete3
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mdescubierto_preacordado
CORRELATION RATIO WITH...
cproductos
0.38
Master_Fvencimiento
0.30
mcuenta_corriente
0.27
Visa_fechaalta
0.26
Visa_mfinanciacion_limite
0.25
foto_mes
0.25
Master_mfinanciacion_limite
0.22
Master_fechaalta
0.21
Visa_Finiciomora
0.18
Visa_mlimitecompra
0.17
mprestamos_personales
0.16
ctarjeta_visa_transacciones
0.16
Master_mlimitecompra
0.16
Visa_cconsumos
0.15
mcuentas_saldo
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mpayroll
0.68
mtransferencias_recibidas
0.60
mcaja_ahorro_dolares
0.47
mcuenta_corriente
0.37
mcaja_ahorro
0.31
mpasivos_margen
0.27
Visa_Finiciomora
-0.16
matm
0.13
mextraccion_autoservicio
0.13
mactivos_margen
-0.10
catm_trx
0.09
Visa_mpagominimo
-0.09
Visa_cconsumos
0.09
ccomisiones_otras
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visa_status
0.16
Master_status
0.15
mdescubierto_preacordado
0.14
cprestamos_prendarios
0.13
ctarjeta_visa
0.12
ctarjeta_master
0.11
cinversion1
0.11
ccuenta_corriente
0.08
thomebanking
0.08
cliente_vip
0.07
cpagodeservicios
0.06
cforex_sell
0.04
cforex
0.04
ccaja_ahorro
0.03
MOST FREQUENT VALUES
0.0
1,151
14.4%
-1657.24
52
0.7%
-2341.08
17
0.2%
0.02
5
<0.1%
-1657.23
5
<0.1%
0.01
5
<0.1%
-0.01
4
<0.1%
-0.16
4
<0.1%
117.0
4
<0.1%
-19.77
4
<0.1%
1.02
3
<0.1%
0.42
3
<0.1%
1.7
3
<0.1%
-0.11
3
<0.1%
-3188.54
3
<0.1%
SMALLEST VALUES
-4295473.39
1
<0.1%
-3245564.02
1
<0.1%
-3241942.01
1
<0.1%
-2739780.01
1
<0.1%
-2521742.66
1
<0.1%
-2429817.33
1
<0.1%
-2241884.08
1
<0.1%
-1959401.53
1
<0.1%
-1908855.64
1
<0.1%
-1864907.17
1
<0.1%
-1812647.54
1
<0.1%
-1779903.04
1
<0.1%
-1759102.74
1
<0.1%
-1728070.2
1
<0.1%
-1724520.17
1
<0.1%
LARGEST VALUES
24660356.3
1
<0.1%
9200185.47
1
<0.1%
8036479.87
1
<0.1%
5419268.48
1
<0.1%
4398753.87
1
<0.1%
4051329.23
1
<0.1%
3788660.02
1
<0.1%
3786833.11
1
<0.1%
3402358.06
1
<0.1%
2822123.81
1
<0.1%
2767862.17
1
<0.1%
2727313.76
1
<0.1%
2124359.03
1
<0.1%
2031970.0
1
<0.1%
2030009.82
1
<0.1%
ctarjeta_debito
MISSING:
---
TOP CATEGORIES
1
5,254
66%
2
2,104
26%
3
389
5%
4
112
1%
0
77
<1%
5
26
<1%
6
9
<1%
253
1
<1%
7
1
<1%
8
1
<1%
ALL
7,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ctarjeta_debito
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
mcuenta_corriente_adicional
0.37
mtarjeta_master_descuentos
0.15
minversion1_dolares
0.15
cliente_vip
0.14
Master_cadelantosefectivo
0.14
Master_madelantopesos
0.11
cpagodeservicios
0.10
Visa_madelantopesos
0.09
ccuenta_corriente
0.09
ccheques_depositados_rechazados
0.08

THESE FEATURES
GIVE INFORMATION
ON ctarjeta_debito:
ccomisiones_mantenimiento
0.01
ccaja_seguridad
0.00
mdescubierto_preacordado
0.00
ccajas_depositos
0.00
cseguro_vivienda
0.00
ctarjeta_master_debitos_automaticos
0.00
tcuentas
0.00
ccaja_ahorro
0.00
ctarjeta_visa
0.00
active_quarter
0.00
cinversion2
0.00
Visa_status
0.00
cplazo_fijo
0.00
cliente_vip
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_debito
CORRELATION RATIO WITH...
mpagodeservicios
0.26
cliente_antiguedad
0.23
cliente_edad
0.21
Visa_fechaalta
0.18
cproductos
0.17
numero_de_cliente
0.17
ctransferencias_emitidas
0.16
Master_fechaalta
0.12
Visa_mfinanciacion_limite
0.11
Visa_mlimitecompra
0.10
ctrx_quarter
0.10
ctransferencias_recibidas
0.09
ccuenta_debitos_automaticos
0.09
mplazo_fijo_dolares
0.09
ctarjeta_debito_transacciones
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mautoservicio
0.75
ctrx_quarter
0.49
cextraccion_autoservicio
0.31
catm_trx
0.26
cmobile_app_trx
0.25
ccomisiones_otras
0.25
cpagomiscuentas
0.24
mpasivos_margen
0.23
ctransferencias_emitidas
0.22
mcaja_ahorro
0.22
Master_mpagospesos
-0.21
ctransferencias_recibidas
0.21
catm_trx_other
0.20
ccuenta_debitos_automaticos
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajeros_propios_descuentos
0.20
cforex_sell
0.18
ccaja_ahorro
0.18
tmobile_app
0.17
cforex
0.17
ccajas_extracciones
0.17
thomebanking
0.16
tpaquete4
0.15
active_quarter
0.14
cseguro_auto
0.13
internet
0.12
ccajas_transacciones
0.11
ccomisiones_mantenimiento
0.10
tpaquete3
0.10
MOST FREQUENT VALUES
0
6,917
86.7%
1
319
4.0%
2
157
2.0%
3
94
1.2%
4
71
0.9%
5
58
0.7%
6
50
0.6%
7
43
0.5%
8
38
0.5%
13
26
0.3%
9
24
0.3%
10
22
0.3%
12
17
0.2%
11
16
0.2%
14
13
0.2%
SMALLEST VALUES
0
6,917
86.7%
1
319
4.0%
2
157
2.0%
3
94
1.2%
4
71
0.9%
5
58
0.7%
6
50
0.6%
7
43
0.5%
8
38
0.5%
9
24
0.3%
10
22
0.3%
11
16
0.2%
12
17
0.2%
13
26
0.3%
14
13
0.2%
LARGEST VALUES
62
1
<0.1%
61
1
<0.1%
54
1
<0.1%
48
1
<0.1%
43
1
<0.1%
42
1
<0.1%
40
3
<0.1%
39
2
<0.1%
38
1
<0.1%
37
1
<0.1%
35
2
<0.1%
34
1
<0.1%
33
3
<0.1%
31
3
<0.1%
30
1
<0.1%
mautoservicio
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctarjeta_debito_transacciones
0.75
ctrx_quarter
0.43
Master_mpagospesos
-0.39
cextraccion_autoservicio
0.30
Master_mconsumospesos
0.30
Master_mconsumototal
0.30
mpasivos_margen
0.29
catm_trx
0.28
mextraccion_autoservicio
0.26
ctransferencias_emitidas
0.25
matm
0.25
mtransferencias_emitidas
0.24
mcaja_ahorro
0.24
cmobile_app_trx
0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cseguro_auto
0.19
ccaja_ahorro
0.17
ccajas_extracciones
0.15
tpaquete4
0.15
cpagodeservicios
0.15
ccajas_depositos
0.15
ccajeros_propios_descuentos
0.14
thomebanking
0.14
cforex_sell
0.13
tmobile_app
0.13
active_quarter
0.12
cforex
0.11
ccajas_transacciones
0.09
internet
0.09
MOST FREQUENT VALUES
0.0
6,917
86.7%
1170.0
9
0.1%
1755.0
5
<0.1%
351.0
4
<0.1%
2340.0
4
<0.1%
1053.0
4
<0.1%
1041.3
3
<0.1%
2211.3
3
<0.1%
348.66
3
<0.1%
4095.0
3
<0.1%
452.79
3
<0.1%
585.0
3
<0.1%
468.0
3
<0.1%
140.4
3
<0.1%
696.15
3
<0.1%
SMALLEST VALUES
0.0
6,917
86.7%
0.01
2
<0.1%
0.4
1
<0.1%
0.97
1
<0.1%
2.66
1
<0.1%
3.51
1
<0.1%
18.28
1
<0.1%
32.46
1
<0.1%
35.1
1
<0.1%
38.98
1
<0.1%
41.97
1
<0.1%
43.29
2
<0.1%
58.5
1
<0.1%
70.2
1
<0.1%
72.97
1
<0.1%
LARGEST VALUES
172193.26
1
<0.1%
156055.91
1
<0.1%
128347.32
1
<0.1%
120746.21
1
<0.1%
110159.26
1
<0.1%
106002.0
1
<0.1%
103712.59
1
<0.1%
102252.91
1
<0.1%
99490.87
1
<0.1%
97069.74
1
<0.1%
96933.54
1
<0.1%
91976.14
1
<0.1%
83749.55
1
<0.1%
83166.04
1
<0.1%
81896.49
1
<0.1%
ctarjeta_visa
MISSING:
---
TOP CATEGORIES
1
4,777
60%
0
3,145
39%
2
52
<1%
ALL
7,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ctarjeta_visa
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
ctarjeta_master
0.52
mdescubierto_preacordado
0.33
Visa_status
0.26
Master_status
0.22
mplazo_fijo_pesos
0.09
Master_delinquency
0.09
mpayroll2
0.07
ctarjeta_visa_descuentos
0.07
minversion1_dolares
0.06
mtarjeta_master_descuentos
0.06

THESE FEATURES
GIVE INFORMATION
ON ctarjeta_visa:
ctarjeta_master
0.53
mdescubierto_preacordado
0.29
Visa_status
0.22
Master_status
0.17
thomebanking
0.04
Master_delinquency
0.01
Visa_delinquency
0.01
tpaquete3
0.01
internet
0.01
cforex_sell
0.01
cforex
0.01
ccomisiones_mantenimiento
0.01
ccajas_transacciones
0.00
active_quarter
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_visa
CORRELATION RATIO WITH...
cproductos
0.59
Visa_Fvencimiento
0.51
Master_Fvencimiento
0.41
Visa_fechaalta
0.36
Visa_mfinanciacion_limite
0.33
Master_fechaalta
0.28
Visa_mlimitecompra
0.27
Master_mfinanciacion_limite
0.26
ctarjeta_visa_transacciones
0.25
foto_mes
0.23
mcuenta_corriente
0.23
Master_mlimitecompra
0.21
Visa_cconsumos
0.21
ctarjeta_visa_debitos_automaticos
0.19
ctarjeta_visa_transacciones
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_cconsumos
0.68
mtarjeta_visa_consumo
0.62
ctarjeta_visa_debitos_automaticos
0.48
ctarjeta_master_transacciones
0.41
ctrx_quarter
0.41
Visa_mconsumospesos
0.39
Visa_mconsumototal
0.39
mttarjeta_visa_debitos_automaticos
0.38
Visa_Finiciomora
-0.36
mtarjeta_master_consumo
0.32
ccomisiones_otras
0.30
Visa_mpagospesos
-0.29
Master_cconsumos
0.26
cproductos
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_visa
0.25
ctarjeta_master
0.22
thomebanking
0.21
ctarjeta_visa_descuentos
0.19
active_quarter
0.19
ccajas_extracciones
0.16
ctarjeta_master_debitos_automaticos
0.16
mdescubierto_preacordado
0.16
tmobile_app
0.15
Visa_madelantopesos
0.13
internet
0.13
Visa_status
0.13
Visa_cadelantosefectivo
0.12
Master_status
0.11
MOST FREQUENT VALUES
0
5,952
74.6%
1
544
6.8%
2
290
3.6%
3
195
2.4%
4
131
1.6%
5
127
1.6%
6
89
1.1%
7
75
0.9%
8
64
0.8%
9
63
0.8%
10
52
0.7%
11
42
0.5%
13
42
0.5%
12
33
0.4%
16
25
0.3%
SMALLEST VALUES
0
5,952
74.6%
1
544
6.8%
2
290
3.6%
3
195
2.4%
4
131
1.6%
5
127
1.6%
6
89
1.1%
7
75
0.9%
8
64
0.8%
9
63
0.8%
10
52
0.7%
11
42
0.5%
12
33
0.4%
13
42
0.5%
14
20
0.3%
LARGEST VALUES
131
1
<0.1%
91
1
<0.1%
79
1
<0.1%
75
1
<0.1%
73
1
<0.1%
67
1
<0.1%
60
1
<0.1%
58
2
<0.1%
57
1
<0.1%
54
3
<0.1%
53
1
<0.1%
52
1
<0.1%
51
2
<0.1%
48
1
<0.1%
46
2
<0.1%
mtarjeta_visa_consumo
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_mconsumospesos
0.92
Visa_mconsumototal
0.92
Visa_mconsumosdolares
0.63
Visa_msaldodolares
0.62
ctarjeta_visa_transacciones
0.62
Visa_mpagospesos
-0.60
Visa_cconsumos
0.49
mtarjeta_master_consumo
0.45
mttarjeta_visa_debitos_automaticos
0.40
Master_mconsumospesos
0.34
Master_mconsumototal
0.34
ctrx_quarter
0.34
ctarjeta_visa_debitos_automaticos
0.34
ctarjeta_master_transacciones
0.32

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajas_extracciones
0.16
ctarjeta_visa
0.16
ctarjeta_master
0.15
thomebanking
0.14
ctarjeta_master_debitos_automaticos
0.13
active_quarter
0.12
ccaja_seguridad
0.12
ctarjeta_visa_descuentos
0.11
mdescubierto_preacordado
0.11
tpaquete1
0.10
tmobile_app
0.09
ccajas_depositos
0.09
Visa_status
0.08
internet
0.07
MOST FREQUENT VALUES
0.0
5,952
74.6%
162.63
16
0.2%
431.73
10
0.1%
452.79
9
0.1%
520.65
7
<0.1%
31.39
7
<0.1%
279.63
5
<0.1%
374.4
5
<0.1%
314.73
4
<0.1%
348.66
3
<0.1%
585.0
3
<0.1%
1764.93
3
<0.1%
257.4
3
<0.1%
115.83
3
<0.1%
31.69
3
<0.1%
SMALLEST VALUES
0.0
5,952
74.6%
2.12
1
<0.1%
5.05
1
<0.1%
9.21
1
<0.1%
15.79
1
<0.1%
23.4
1
<0.1%
29.19
1
<0.1%
31.39
7
<0.1%
31.57
1
<0.1%
31.64
2
<0.1%
31.69
3
<0.1%
31.77
1
<0.1%
32.86
1
<0.1%
38.7
1
<0.1%
51.95
1
<0.1%
LARGEST VALUES
761473.33
1
<0.1%
557484.44
1
<0.1%
424537.79
1
<0.1%
329203.73
1
<0.1%
299103.85
1
<0.1%
291993.58
1
<0.1%
290621.79
1
<0.1%
216467.84
1
<0.1%
205114.85
1
<0.1%
194046.79
1
<0.1%
190523.89
1
<0.1%
174794.12
1
<0.1%
167957.73
1
<0.1%
164699.21
1
<0.1%
160020.37
1
<0.1%
ctarjeta_master
MISSING:
---
TOP CATEGORIES
1
4,250
53%
0
3,699
46%
2
25
<1%
ALL
7,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ctarjeta_master
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
ctarjeta_visa
0.53
mdescubierto_preacordado
0.25
Master_status
0.21
Visa_status
0.18
Master_madelantopesos
0.15
Master_cadelantosefectivo
0.15
Visa_madelantopesos
0.12
Visa_cadelantosefectivo
0.09
mplazo_fijo_pesos
0.08
mpayroll2
0.07

THESE FEATURES
GIVE INFORMATION
ON ctarjeta_master:
ctarjeta_visa
0.52
mdescubierto_preacordado
0.23
Master_status
0.16
Visa_status
0.15
thomebanking
0.04
Visa_delinquency
0.01
internet
0.01
ctarjeta_master_debitos_automaticos
0.01
cforex_sell
0.01
Master_delinquency
0.01
tpaquete3
0.01
cforex
0.01
cseguro_vida
0.00
tcuentas
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_master
CORRELATION RATIO WITH...
Master_Fvencimiento
0.58
cproductos
0.57
Master_fechaalta
0.42
Master_mfinanciacion_limite
0.34
Visa_fechaalta
0.31
Visa_mfinanciacion_limite
0.30
Master_mlimitecompra
0.29
Visa_mlimitecompra
0.24
ctarjeta_visa_transacciones
0.22
foto_mes
0.21
mcuenta_corriente
0.20
Visa_cconsumos
0.18
mprestamos_personales
0.16
ctarjeta_visa_debitos_automaticos
0.15
ctarjeta_master_transacciones
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_cconsumos
0.66
mtarjeta_master_consumo
0.63
ctarjeta_visa_transacciones
0.41
Master_mconsumospesos
0.35
Master_mconsumototal
0.35
mtarjeta_visa_consumo
0.32
ctrx_quarter
0.28
Master_mpagospesos
-0.26
Visa_cconsumos
0.24
mttarjeta_master_debitos_automaticos
0.20
Visa_mconsumospesos
0.19
Visa_mconsumototal
0.19
ccomisiones_otras
0.19
Master_mpagosdolares
0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_master_debitos_automaticos
0.39
ctarjeta_master_descuentos
0.25
mtarjeta_master_descuentos
0.18
ctarjeta_master
0.15
Master_cadelantosefectivo
0.11
thomebanking
0.11
ctarjeta_visa
0.11
Master_madelantopesos
0.11
cforex_buy
0.10
tmobile_app
0.10
Visa_madelantopesos
0.09
active_quarter
0.09
internet
0.08
mdescubierto_preacordado
0.08
MOST FREQUENT VALUES
0
7,454
93.5%
1
216
2.7%
2
91
1.1%
3
49
0.6%
4
32
0.4%
5
28
0.4%
6
21
0.3%
8
12
0.2%
9
12
0.2%
7
12
0.2%
12
5
<0.1%
15
5
<0.1%
18
5
<0.1%
11
5
<0.1%
10
5
<0.1%
SMALLEST VALUES
0
7,454
93.5%
1
216
2.7%
2
91
1.1%
3
49
0.6%
4
32
0.4%
5
28
0.4%
6
21
0.3%
7
12
0.2%
8
12
0.2%
9
12
0.2%
10
5
<0.1%
11
5
<0.1%
12
5
<0.1%
14
3
<0.1%
15
5
<0.1%
LARGEST VALUES
56
1
<0.1%
43
1
<0.1%
39
1
<0.1%
34
1
<0.1%
33
1
<0.1%
27
2
<0.1%
26
1
<0.1%
23
1
<0.1%
22
1
<0.1%
21
4
<0.1%
20
1
<0.1%
19
2
<0.1%
18
5
<0.1%
17
1
<0.1%
16
1
<0.1%
mtarjeta_master_consumo
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_mconsumospesos
0.71
Master_mconsumototal
0.71
ctarjeta_master_transacciones
0.63
Master_mpagospesos
-0.52
mtarjeta_visa_consumo
0.45
Master_cconsumos
0.44
Visa_mconsumospesos
0.34
Visa_mconsumototal
0.34
ctarjeta_visa_transacciones
0.32
Master_msaldodolares
0.30
Visa_mpagospesos
-0.30
Master_mconsumosdolares
0.30
ctrx_quarter
0.28
Visa_mpagado
0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_master_debitos_automaticos
0.30
minversion1_dolares
0.23
ctarjeta_master_descuentos
0.13
ctarjeta_master
0.10
mtarjeta_master_descuentos
0.09
cinversion1
0.09
thomebanking
0.08
Master_cadelantosefectivo
0.08
Master_madelantopesos
0.08
Visa_madelantopesos
0.08
ctarjeta_visa
0.07
tmobile_app
0.07
active_quarter
0.06
ctarjeta_visa_descuentos
0.06
MOST FREQUENT VALUES
0.0
7,454
93.5%
520.65
12
0.2%
452.79
10
0.1%
348.66
10
0.1%
556.93
6
<0.1%
556.94
3
<0.1%
1053.0
3
<0.1%
406.0
2
<0.1%
677.69
2
<0.1%
1462.5
2
<0.1%
85.91
2
<0.1%
234.0
2
<0.1%
74.68
2
<0.1%
596.23
1
<0.1%
1017.9
1
<0.1%
SMALLEST VALUES
0.0
7,454
93.5%
2.34
1
<0.1%
12.55
1
<0.1%
65.8
1
<0.1%
66.69
1
<0.1%
74.68
2
<0.1%
77.41
1
<0.1%
80.99
1
<0.1%
85.91
2
<0.1%
89.11
1
<0.1%
100.59
1
<0.1%
105.24
1
<0.1%
105.3
1
<0.1%
117.0
1
<0.1%
119.85
1
<0.1%
LARGEST VALUES
340174.24
1
<0.1%
138164.24
1
<0.1%
125053.75
1
<0.1%
117348.18
1
<0.1%
115565.77
1
<0.1%
93334.99
1
<0.1%
92428.83
1
<0.1%
91224.08
1
<0.1%
86737.56
1
<0.1%
77588.44
1
<0.1%
68794.2
1
<0.1%
61810.1
1
<0.1%
61051.71
1
<0.1%
60821.92
1
<0.1%
58024.75
1
<0.1%
cprestamos_personales
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mprestamos_personales
0.30
Visa_msaldopesos
0.21
Visa_msaldototal
0.21
Visa_mpagominimo
0.18
mrentabilidad_annual
0.11
Master_msaldopesos
0.10
Master_msaldototal
0.10
mactivos_margen
0.09
mrentabilidad
0.09
ctrx_quarter
0.09
ccomisiones_otras
0.09
cmobile_app_trx
0.08
Master_mpagominimo
0.07
cproductos
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_visa
0.14
ctarjeta_master
0.13
Master_delinquency
0.11
Master_status
0.11
tpaquete3
0.11
Visa_delinquency
0.11
Visa_status
0.11
cseguro_accidentes_personales
0.09
cprestamos_prendarios
0.09
mdescubierto_preacordado
0.09
ccaja_ahorro
0.09
active_quarter
0.07
cseguro_vida
0.07
Master_cadelantosefectivo
0.06
MOST FREQUENT VALUES
0
6,957
87.2%
1
574
7.2%
2
153
1.9%
3
79
1.0%
4
47
0.6%
6
38
0.5%
5
34
0.4%
7
16
0.2%
8
15
0.2%
9
10
0.1%
12
8
0.1%
10
7
<0.1%
14
4
<0.1%
18
4
<0.1%
16
4
<0.1%
SMALLEST VALUES
0
6,957
87.2%
1
574
7.2%
2
153
1.9%
3
79
1.0%
4
47
0.6%
5
34
0.4%
6
38
0.5%
7
16
0.2%
8
15
0.2%
9
10
0.1%
10
7
<0.1%
11
3
<0.1%
12
8
0.1%
13
2
<0.1%
14
4
<0.1%
LARGEST VALUES
110
1
<0.1%
39
1
<0.1%
37
1
<0.1%
33
1
<0.1%
28
1
<0.1%
25
1
<0.1%
24
3
<0.1%
23
2
<0.1%
22
1
<0.1%
20
2
<0.1%
18
4
<0.1%
17
2
<0.1%
16
4
<0.1%
15
3
<0.1%
14
4
<0.1%
mprestamos_personales
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
cprestamos_personales
0.30
Visa_msaldopesos
0.26
Visa_msaldototal
0.25
Visa_mpagominimo
0.21
Visa_mpagado
0.20
Master_mpagospesos
-0.19
mrentabilidad_annual
0.17
ccajas_consultas
0.15
Master_mpagado
0.14
Master_msaldopesos
0.12
Master_msaldototal
0.12
foto_mes
-0.12
cmobile_app_trx
0.11
Visa_mpagospesos
-0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tpaquete3
0.25
ccaja_ahorro
0.20
ctarjeta_visa
0.17
mdescubierto_preacordado
0.16
ctarjeta_master
0.16
Visa_status
0.11
Master_delinquency
0.10
Visa_delinquency
0.10
active_quarter
0.09
Master_status
0.09
cseguro_accidentes_personales
0.09
ccajas_extracciones
0.09
ccajas_transacciones
0.08
cseguro_vida
0.08
MOST FREQUENT VALUES
0.0
6,957
87.2%
7235.7
4
<0.1%
5788.56
3
<0.1%
7058.46
3
<0.1%
3376.88
3
<0.1%
3858.8
2
<0.1%
4824.03
2
<0.1%
5439.36
2
<0.1%
135404.69
2
<0.1%
5573.45
2
<0.1%
67864.65
1
<0.1%
132744.95
1
<0.1%
103802.84
1
<0.1%
114232.97
1
<0.1%
2860.74
1
<0.1%
SMALLEST VALUES
0.0
6,957
87.2%
385.74
1
<0.1%
478.4
1
<0.1%
878.54
1
<0.1%
1022.0
1
<0.1%
1022.62
1
<0.1%
1024.96
1
<0.1%
1034.03
1
<0.1%
1035.21
1
<0.1%
1064.18
1
<0.1%
1165.67
1
<0.1%
1291.78
1
<0.1%
1362.89
1
<0.1%
1447.12
1
<0.1%
1464.23
1
<0.1%
LARGEST VALUES
1751533.29
1
<0.1%
1521000.0
1
<0.1%
1462500.0
1
<0.1%
1440502.61
1
<0.1%
1279344.39
1
<0.1%
1261220.02
1
<0.1%
1153569.74
1
<0.1%
1050000.02
1
<0.1%
976049.45
1
<0.1%
959400.0
1
<0.1%
926640.0
1
<0.1%
879208.07
1
<0.1%
846412.73
1
<0.1%
835156.14
1
<0.1%
820321.12
1
<0.1%
cprestamos_prendarios
MISSING:
---
TOP CATEGORIES
0
7,904
>99%
1
54
<1%
2
6
<1%
3
5
<1%
5
2
<1%
4
1
<1%
8
1
<1%
7
1
<1%
ALL
7,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cprestamos_prendarios
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
cprestamos_hipotecarios
0.19
tpaquete3
0.03
ccuenta_corriente
0.01
ccaja_ahorro
0.01
ctarjeta_master_descuentos
0.01
ctarjeta_visa_descuentos
0.01
ccajas_depositos
0.01
cseguro_vivienda
0.00
ccaja_seguridad
0.00
ccajas_extracciones
0.00

THESE FEATURES
GIVE INFORMATION
ON cprestamos_prendarios:
cprestamos_hipotecarios
0.08
ccaja_ahorro
0.06
tpaquete3
0.06
ccomisiones_mantenimiento
0.02
ctarjeta_debito
0.02
ctarjeta_master
0.02
Visa_status
0.02
ccajas_depositos
0.02
cseguro_vivienda
0.02
mdescubierto_preacordado
0.01
tcallcenter
0.01
active_quarter
0.01
ctarjeta_visa
0.01
Master_status
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cprestamos_prendarios
CORRELATION RATIO WITH...
mprestamos_prendarios
0.70
mcuenta_corriente
0.32
mcuentas_saldo
0.13
ccheques_emitidos
0.11
Visa_mfinanciacion_limite
0.10
Visa_mlimitecompra
0.10
Master_mlimitecompra
0.09
mcheques_emitidos
0.09
cprestamos_personales
0.09
mcheques_depositados
0.08
mactivos_margen
0.08
mrentabilidad
0.07
cproductos
0.06
ccallcenter_transacciones
0.06
mprestamos_prendarios
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcuenta_corriente
-0.15
mcuentas_saldo
-0.06
Master_Finiciomora
0.06
mrentabilidad_annual
0.05
Visa_Finiciomora
-0.04
numero_de_cliente
0.04
cproductos
0.03
Master_mlimitecompra
0.03
foto_mes
-0.02
Visa_fechaalta
-0.02
mprestamos_personales
0.02
ccomisiones_otras
-0.02
mpayroll
0.02
cliente_antiguedad
-0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cprestamos_prendarios
0.70
ccajas_depositos
0.09
tpaquete3
0.08
cprestamos_hipotecarios
0.06
ccaja_ahorro
0.06
mdescubierto_preacordado
0.05
Visa_status
0.05
ctarjeta_master
0.04
ctarjeta_visa
0.04
ctarjeta_debito
0.04
cseguro_vida
0.03
ccajas_transacciones
0.02
cseguro_vivienda
0.02
ccuenta_corriente
0.02
MOST FREQUENT VALUES
0.0
7,899
99.1%
164608.61
1
<0.1%
36548.42
1
<0.1%
348316.45
1
<0.1%
39748.93
1
<0.1%
203730.6
1
<0.1%
8293.61
1
<0.1%
135048.87
1
<0.1%
300822.8
1
<0.1%
234067.68
1
<0.1%
241869.75
1
<0.1%
144019.33
1
<0.1%
841705.9
1
<0.1%
679675.34
1
<0.1%
546473.85
1
<0.1%
SMALLEST VALUES
0.0
7,899
99.1%
1642.5
1
<0.1%
3212.52
1
<0.1%
3649.17
1
<0.1%
5781.56
1
<0.1%
7236.39
1
<0.1%
8293.61
1
<0.1%
8775.62
1
<0.1%
10206.71
1
<0.1%
10784.68
1
<0.1%
12278.26
1
<0.1%
12602.02
1
<0.1%
13518.13
1
<0.1%
13723.74
1
<0.1%
13787.47
1
<0.1%
LARGEST VALUES
919746.67
1
<0.1%
841705.9
1
<0.1%
768434.6
1
<0.1%
754580.22
1
<0.1%
728390.14
1
<0.1%
727225.38
1
<0.1%
679675.34
1
<0.1%
546473.85
1
<0.1%
535501.58
1
<0.1%
521934.73
1
<0.1%
473203.07
1
<0.1%
438430.88
1
<0.1%
434261.08
1
<0.1%
428756.39
1
<0.1%
398987.99
1
<0.1%
cprestamos_hipotecarios
MISSING:
---
TOP CATEGORIES
0
7,947
>99%
1
22
<1%
3
3
<1%
2
2
<1%
ALL
7,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cprestamos_hipotecarios
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
cprestamos_prendarios
0.08
tpaquete3
0.00
tpaquete4
0.00
cforex_buy
0.00
ccaja_ahorro
0.00
mdescubierto_preacordado
0.00
cforex
0.00
cforex_sell
0.00
ctarjeta_visa
0.00
cseguro_vivienda
0.00

THESE FEATURES
GIVE INFORMATION
ON cprestamos_hipotecarios:
cprestamos_prendarios
0.19
mdescubierto_preacordado
0.03
ctarjeta_visa
0.03
ctarjeta_master
0.02
ccaja_ahorro
0.02
ccomisiones_mantenimiento
0.02
ctarjeta_debito
0.02
internet
0.02
tpaquete3
0.01
Master_status
0.01
Visa_status
0.01
thomebanking
0.01
cforex
0.01
cseguro_vivienda
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cprestamos_hipotecarios
CORRELATION RATIO WITH...
mprestamos_hipotecarios
0.54
catm_trx_other
0.07
mprestamos_prendarios
0.06
mcuenta_corriente
0.06
mprestamos_personales
0.06
cmobile_app_trx
0.05
mrentabilidad_annual
0.05
cprestamos_personales
0.05
cextraccion_autoservicio
0.05
matm_other
0.04
cpagomiscuentas
0.04
cpayroll_trx
0.04
ctarjeta_debito_transacciones
0.04
ccomisiones_otras
0.04
mprestamos_hipotecarios
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mrentabilidad_annual
0.11
mcuenta_corriente
-0.09
catm_trx_other
0.07
ctarjeta_debito_transacciones
0.06
matm_other
0.06
mautoservicio
0.06
cmobile_app_trx
0.06
cextraccion_autoservicio
0.05
mprestamos_personales
0.04
ctransferencias_recibidas
0.03
mcuentas_saldo
-0.03
mactivos_margen
0.03
mrentabilidad
0.03
cpagomiscuentas
0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cprestamos_hipotecarios
0.54
tpaquete4
0.06
ccaja_ahorro
0.03
mdescubierto_preacordado
0.03
ccajas_depositos
0.03
ctarjeta_debito
0.02
ccomisiones_mantenimiento
0.02
ccajas_extracciones
0.02
ctarjeta_master_debitos_automaticos
0.02
Master_status
0.02
Visa_status
0.02
ctarjeta_visa
0.02
active_quarter
0.01
ctarjeta_master
0.01
MOST FREQUENT VALUES
0.0
7,947
99.7%
65734.33
1
<0.1%
54159.34
1
<0.1%
13518.13
1
<0.1%
136649.99
1
<0.1%
7397558.47
1
<0.1%
72044.38
1
<0.1%
3212.52
1
<0.1%
40976.81
1
<0.1%
220569.86
1
<0.1%
3724406.92
1
<0.1%
1992306.02
1
<0.1%
13723.74
1
<0.1%
131932.06
1
<0.1%
39774.16
1
<0.1%
SMALLEST VALUES
0.0
7,947
99.7%
2105.37
1
<0.1%
3212.52
1
<0.1%
13518.13
1
<0.1%
13723.74
1
<0.1%
14361.71
1
<0.1%
17952.5
1
<0.1%
33902.92
1
<0.1%
37166.46
1
<0.1%
39774.16
1
<0.1%
40976.81
1
<0.1%
54159.34
1
<0.1%
65734.33
1
<0.1%
72044.38
1
<0.1%
106111.14
1
<0.1%
LARGEST VALUES
7397558.47
1
<0.1%
4089696.41
1
<0.1%
3724406.92
1
<0.1%
3446050.79
1
<0.1%
1992306.02
1
<0.1%
677449.76
1
<0.1%
253417.75
1
<0.1%
220569.86
1
<0.1%
207942.87
1
<0.1%
198769.58
1
<0.1%
161287.03
1
<0.1%
136649.99
1
<0.1%
131932.06
1
<0.1%
106111.14
1
<0.1%
72044.38
1
<0.1%
cplazo_fijo
MISSING:
---
TOP CATEGORIES
0
7,862
99%
1
93
1%
2
12
<1%
3
5
<1%
7
1
<1%
6
1
<1%
ALL
7,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cplazo_fijo
PROVIDES INFORMATION ON...
tpaquete2
1.00
mplazo_fijo_pesos
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
minversion1_dolares
0.09
cliente_vip
0.07
cpagodeservicios
0.03
ccuenta_corriente
0.03
cinversion1
0.02
ccajeros_propios_descuentos
0.02
cforex_sell
0.02
cinversion2
0.02
tpaquete4
0.01

THESE FEATURES
GIVE INFORMATION
ON cplazo_fijo:
thomebanking
0.04
cforex_sell
0.03
ccaja_ahorro
0.03
cforex
0.03
ctarjeta_master
0.03
mdescubierto_preacordado
0.02
ccajas_extracciones
0.02
ctarjeta_debito
0.02
ctarjeta_visa
0.02
Visa_status
0.02
Master_status
0.02
ccomisiones_mantenimiento
0.02
mplazo_fijo_pesos
0.02
cinversion2
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cplazo_fijo
CORRELATION RATIO WITH...
mplazo_fijo_dolares
0.38
mcaja_ahorro_adicional
0.18
mrentabilidad_annual
0.16
mpasivos_margen
0.15
cproductos
0.14
mcaja_ahorro
0.12
mforex_sell
0.11
cpagomiscuentas
0.10
minversion2
0.09
catm_trx
0.09
cextraccion_autoservicio
0.08
chomebanking_transacciones
0.08
ctrx_quarter
0.07
mautoservicio
0.07
mplazo_fijo_dolares
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mrentabilidad_annual
0.38
mpasivos_margen
0.10
cproductos
0.05
mcaja_ahorro_adicional
0.04
mcaja_ahorro
0.04
Visa_mfinanciacion_limite
0.04
Visa_mlimitecompra
0.04
cliente_edad
0.03
cliente_antiguedad
0.03
catm_trx
0.02
cextraccion_autoservicio
0.02
Visa_fechaalta
0.02
mcomisiones_mantenimiento
0.02
Master_mfinanciacion_limite
0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
minversion1_dolares
0.96
cplazo_fijo
0.38
cliente_vip
0.26
ccuenta_corriente
0.25
cinversion1
0.12
cinversion2
0.12
ctarjeta_debito
0.09
ccajas_extracciones
0.08
ccaja_ahorro
0.05
thomebanking
0.02
ctarjeta_master
0.02
cforex_sell
0.02
mdescubierto_preacordado
0.01
cforex
0.01
MOST FREQUENT VALUES
0.0
7,862
98.6%
81900.0
5
<0.1%
46800.0
3
<0.1%
35100.0
2
<0.1%
117000.0
2
<0.1%
128700.0
2
<0.1%
351000.0
2
<0.1%
23400.0
2
<0.1%
234000.0
2
<0.1%
1872000.0
2
<0.1%
702.0
2
<0.1%
1170000.0
2
<0.1%
174790.46
1
<0.1%
108416.78
1
<0.1%
34468.2
1
<0.1%
SMALLEST VALUES
0.0
7,862
98.6%
685.36
1
<0.1%
702.0
2
<0.1%
1741.22
1
<0.1%
2094.54
1
<0.1%
2223.0
1
<0.1%
2340.0
1
<0.1%
2375.1
1
<0.1%
2405.87
1
<0.1%
2808.0
1
<0.1%
3328.65
1
<0.1%
11700.0
1
<0.1%
13219.71
1
<0.1%
14436.63
1
<0.1%
17550.0
1
<0.1%
LARGEST VALUES
35050917.16
1
<0.1%
7347600.0
1
<0.1%
3510000.0
1
<0.1%
2808000.0
1
<0.1%
2642344.82
1
<0.1%
1872000.0
2
<0.1%
1813908.66
1
<0.1%
1665731.63
1
<0.1%
1374750.0
1
<0.1%
1277009.49
1
<0.1%
1252672.45
1
<0.1%
1170000.0
2
<0.1%
841647.14
1
<0.1%
834486.12
1
<0.1%
707850.0
1
<0.1%
mplazo_fijo_pesos
MISSING:
---
TOP CATEGORIES
0.0
7,973
>99%
247386.9
1
<1%
ALL
7,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
mplazo_fijo_pesos
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
cplazo_fijo
0.02
cforex_sell
0.00
cforex
0.00
cseguro_vida
0.00
ccaja_ahorro
0.00
Master_status
0.00
Visa_status
0.00
active_quarter
0.00
ctarjeta_visa
0.00
ctarjeta_master
0.00

THESE FEATURES
GIVE INFORMATION
ON mplazo_fijo_pesos:
cplazo_fijo
1.00
cforex_sell
0.33
cforex
0.32
ccaja_ahorro
0.29
cseguro_vida
0.28
Master_status
0.27
Visa_status
0.26
active_quarter
0.13
ctarjeta_visa
0.09
ctarjeta_master
0.08
thomebanking
0.07
ccomisiones_mantenimiento
0.07
internet
0.06
ctarjeta_debito
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mplazo_fijo_pesos
CORRELATION RATIO WITH...
mforex_sell
0.06
cproductos
0.02
Master_Fvencimiento
0.01
ctransferencias_recibidas
0.01
ccomisiones_otras
0.01
cliente_edad
0.01
Visa_fechaalta
0.01
Master_fechaalta
0.01
mpagomiscuentas
0.01
mrentabilidad_annual
0.00
cpagomiscuentas
0.00
cliente_antiguedad
0.00
ctarjeta_visa_debitos_automaticos
0.00
mcomisiones
0.00
cinversion1
MISSING:
---
TOP CATEGORIES
0
7,905
>99%
1
59
<1%
2
7
<1%
3
3
<1%
ALL
7,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cinversion1
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
minversion1_dolares
0.57
Master_cadelantosefectivo
0.10
Master_madelantopesos
0.08
Visa_madelantopesos
0.06
Visa_cadelantosefectivo
0.04
cinversion2
0.03
ctarjeta_visa_descuentos
0.02
cliente_vip
0.01
cplazo_fijo
0.01
ccuenta_corriente
0.01

THESE FEATURES
GIVE INFORMATION
ON cinversion1:
minversion1_dolares
0.09
cinversion2
0.05
cplazo_fijo
0.02
ctarjeta_visa
0.02
Visa_status
0.01
ctarjeta_master_debitos_automaticos
0.01
active_quarter
0.01
cforex
0.01
ctarjeta_visa_descuentos
0.01
thomebanking
0.01
Visa_madelantopesos
0.01
Master_cadelantosefectivo
0.01
ccomisiones_mantenimiento
0.01
ccajas_extracciones
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cinversion1
CORRELATION RATIO WITH...
minversion1_pesos
0.52
mcuenta_debitos_automaticos
0.37
ccomisiones_otras
0.32
Master_msaldodolares
0.28
Master_mconsumosdolares
0.27
minversion2
0.16
mtarjeta_visa_descuentos
0.14
cmobile_app_trx
0.13
Master_fultimo_cierre
0.13
mplazo_fijo_dolares
0.12
cproductos
0.12
mpayroll
0.12
mcuentas_saldo
0.11
mtransferencias_recibidas
0.11
minversion1_pesos
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ccomisiones_otras
0.20
mtarjeta_visa_descuentos
0.19
mttarjeta_visa_debitos_automaticos
0.11
Master_mconsumosdolares
0.09
Visa_Finiciomora
-0.07
Visa_mlimitecompra
0.07
Visa_mfinanciacion_limite
0.06
Visa_mpagado
0.06
Master_mfinanciacion_limite
0.05
Master_mlimitecompra
0.05
Visa_mconsumospesos
0.05
Visa_mconsumototal
0.05
mtarjeta_visa_consumo
0.05
cproductos
0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cinversion1
0.52
ccaja_seguridad
0.17
minversion1_dolares
0.12
ctarjeta_visa_descuentos
0.09
cplazo_fijo
0.06
Visa_madelantopesos
0.05
Master_cadelantosefectivo
0.05
Master_madelantopesos
0.04
cinversion2
0.04
Visa_cadelantosefectivo
0.03
ccajas_extracciones
0.02
ccajas_depositos
0.02
cseguro_accidentes_personales
0.01
Master_status
0.01
MOST FREQUENT VALUES
0.0
7,910
99.2%
58590.62
1
<0.1%
58841.81
1
<0.1%
544888.41
1
<0.1%
128082.11
1
<0.1%
6361.91
1
<0.1%
39859.1
1
<0.1%
854641.94
1
<0.1%
1677044.56
1
<0.1%
10596.63
1
<0.1%
498.17
1
<0.1%
124245.49
1
<0.1%
24236.8
1
<0.1%
687004.73
1
<0.1%
18778.33
1
<0.1%
SMALLEST VALUES
0.0
7,910
99.2%
52.65
1
<0.1%
137.62
1
<0.1%
224.34
1
<0.1%
498.17
1
<0.1%
498.88
1
<0.1%
565.2
1
<0.1%
939.1
1
<0.1%
952.13
1
<0.1%
972.27
1
<0.1%
1078.97
1
<0.1%
1976.77
1
<0.1%
2893.41
1
<0.1%
3051.5
1
<0.1%
3211.81
1
<0.1%
LARGEST VALUES
2620827.17
1
<0.1%
2423027.82
1
<0.1%
1677044.56
1
<0.1%
1448784.53
1
<0.1%
1294668.82
1
<0.1%
854641.94
1
<0.1%
687004.73
1
<0.1%
649013.07
1
<0.1%
565650.0
1
<0.1%
544888.41
1
<0.1%
346351.66
1
<0.1%
252789.19
1
<0.1%
197694.46
1
<0.1%
195121.76
1
<0.1%
163821.24
1
<0.1%
minversion1_dolares
MISSING:
---
TOP CATEGORIES
0.0
7,967
>99%
238536.79
1
<1%
980.37
1
<1%
1635882.62
1
<1%
1585258.36
1
<1%
254.67
1
<1%
2708.93
1
<1%
397375.31
1
<1%
ALL
7,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
minversion1_dolares
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
cinversion1
0.09
cliente_vip
0.06
ccuenta_corriente
0.06
cinversion2
0.02
cplazo_fijo
0.01
tcuentas
0.01
ctarjeta_master_debitos_automaticos
0.01
tpaquete4
0.00
cseguro_vivienda
0.00
ccaja_ahorro
0.00

THESE FEATURES
GIVE INFORMATION
ON minversion1_dolares:
cinversion1
0.57
cinversion2
0.16
ctarjeta_master_debitos_automaticos
0.15
ctarjeta_debito
0.15
ccaja_ahorro
0.14
cseguro_vivienda
0.12
cplazo_fijo
0.09
cliente_vip
0.09
ccuenta_corriente
0.09
ccomisiones_mantenimiento
0.07
internet
0.07
mdescubierto_preacordado
0.07
thomebanking
0.07
ctarjeta_master
0.07

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
minversion1_dolares
CORRELATION RATIO WITH...
mcuenta_debitos_automaticos
0.99
mplazo_fijo_dolares
0.96
Master_msaldodolares
0.74
Master_mconsumosdolares
0.72
minversion2
0.41
mrentabilidad_annual
0.35
mtarjeta_master_consumo
0.23
Master_mconsumospesos
0.20
Master_mconsumototal
0.20
Visa_mfinanciacion_limite
0.14
mttarjeta_master_debitos_automaticos
0.14
Visa_mlimitecompra
0.14
ccomisiones_otras
0.13
Master_mfinanciacion_limite
0.13
cinversion2
MISSING:
---
TOP CATEGORIES
0
7,876
99%
1
61
<1%
2
19
<1%
3
11
<1%
4
3
<1%
6
2
<1%
5
1
<1%
7
1
<1%
ALL
7,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cinversion2
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
minversion1_dolares
0.16
mtarjeta_master_descuentos
0.08
cinversion1
0.05
cliente_vip
0.04
ctarjeta_visa_descuentos
0.02
ccajeros_propios_descuentos
0.02
cplazo_fijo
0.01
ccuenta_corriente
0.01
ctarjeta_master_descuentos
0.01
tpaquete4
0.01

THESE FEATURES
GIVE INFORMATION
ON cinversion2:
cinversion1
0.03
ccomisiones_mantenimiento
0.03
ctarjeta_debito
0.02
mdescubierto_preacordado
0.02
minversion1_dolares
0.02
cseguro_vivienda
0.02
cplazo_fijo
0.02
ctarjeta_master_debitos_automaticos
0.01
thomebanking
0.01
cforex_sell
0.01
Visa_status
0.01
cforex
0.01
ctarjeta_master
0.01
ccaja_ahorro
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cinversion2
CORRELATION RATIO WITH...
minversion2
0.63
mcuenta_debitos_automaticos
0.23
Master_msaldodolares
0.17
Master_mconsumosdolares
0.16
mactivos_margen
0.14
mrentabilidad
0.14
cliente_antiguedad
0.14
mplazo_fijo_dolares
0.12
cproductos
0.12
Visa_fechaalta
0.09
numero_de_cliente
0.09
Master_fechaalta
0.07
mrentabilidad_annual
0.07
Visa_mfinanciacion_limite
0.07
minversion2
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_mconsumosdolares
0.66
mcuenta_debitos_automaticos
0.41
Master_msaldodolares
0.31
Master_mconsumospesos
0.18
Master_mconsumototal
0.18
Visa_Finiciomora
0.12
Master_mpagospesos
-0.10
mtarjeta_master_consumo
0.09
chomebanking_transacciones
0.08
mtransferencias_emitidas
0.07
Visa_mfinanciacion_limite
0.07
Visa_mlimitecompra
0.06
Master_mfinanciacion_limite
0.06
mforex_sell
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cinversion2
0.63
minversion1_dolares
0.41
cinversion1
0.16
cplazo_fijo
0.09
tpaquete4
0.07
cforex_sell
0.06
cforex
0.05
ccaja_ahorro
0.04
ctarjeta_visa_descuentos
0.03
ctarjeta_master_debitos_automaticos
0.02
ccomisiones_mantenimiento
0.02
tcallcenter
0.02
thomebanking
0.02
ctarjeta_master
0.02
MOST FREQUENT VALUES
0.0
7,876
98.8%
8.06
2
<0.1%
101947.95
1
<0.1%
894.62
1
<0.1%
38.91
1
<0.1%
158211.84
1
<0.1%
440.24
1
<0.1%
111.07
1
<0.1%
7488.0
1
<0.1%
672.7
1
<0.1%
3037.36
1
<0.1%
3489.23
1
<0.1%
206.44
1
<0.1%
1018.57
1
<0.1%
2749.18
1
<0.1%
SMALLEST VALUES
0.0
7,876
98.8%
0.53
1
<0.1%
0.7
1
<0.1%
0.97
1
<0.1%
2.44
1
<0.1%
2.56
1
<0.1%
3.66
1
<0.1%
3.89
1
<0.1%
4.05
1
<0.1%
4.59
1
<0.1%
6.22
1
<0.1%
8.06
2
<0.1%
8.11
1
<0.1%
23.42
1
<0.1%
30.34
1
<0.1%
LARGEST VALUES
8160274.47
1
<0.1%
3848615.55
1
<0.1%
1627192.01
1
<0.1%
941145.48
1
<0.1%
879809.89
1
<0.1%
550729.4
1
<0.1%
329737.11
1
<0.1%
313731.72
1
<0.1%
304352.1
1
<0.1%
158211.84
1
<0.1%
152802.0
1
<0.1%
152314.46
1
<0.1%
119091.37
1
<0.1%
109704.05
1
<0.1%
101947.95
1
<0.1%
cseguro_vida
MISSING:
---
TOP CATEGORIES
0
7,422
93%
1
485
6%
2
58
<1%
3
9
<1%
ALL
7,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cseguro_vida
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
mplazo_fijo_pesos
0.28
mpayroll2
0.14
Visa_madelantopesos
0.10
Master_cadelantosefectivo
0.09
cpayroll2_trx
0.08
Visa_cadelantosefectivo
0.06
Master_madelantopesos
0.06
mtarjeta_master_descuentos
0.05
cseguro_accidentes_personales
0.05
ccheques_depositados_rechazados
0.03

THESE FEATURES
GIVE INFORMATION
ON cseguro_vida:
cseguro_accidentes_personales
0.06
cseguro_vivienda
0.01
Master_status
0.01
active_quarter
0.01
ctarjeta_master
0.01
Visa_status
0.01
mdescubierto_preacordado
0.01
ctarjeta_visa
0.01
tpaquete3
0.01
ccaja_ahorro
0.01
Visa_delinquency
0.01
ctarjeta_master_debitos_automaticos
0.01
ccajas_depositos
0.00
ccomisiones_mantenimiento
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cseguro_vida
CORRELATION RATIO WITH...
cproductos
0.30
ccomisiones_otras
0.19
mrentabilidad_annual
0.10
ctrx_quarter
0.09
ctarjeta_visa_debitos_automaticos
0.08
mprestamos_personales
0.08
foto_mes
0.08
ccuenta_debitos_automaticos
0.08
Visa_msaldopesos
0.07
Visa_msaldototal
0.07
cprestamos_personales
0.07
mforex_buy
0.07
cpayroll_trx
0.06
cliente_edad
0.06
cseguro_auto
MISSING:
---
TOP CATEGORIES
0
7,892
99%
1
78
<1%
2
4
<1%
ALL
7,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cseguro_auto
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
Visa_cadelantosefectivo
0.07
Visa_madelantopesos
0.06
tpaquete1
0.02
ccajeros_propios_descuentos
0.02
ctarjeta_visa_descuentos
0.01
cforex_buy
0.01
cseguro_vivienda
0.01
ccaja_seguridad
0.01
cplazo_fijo
0.01
ccajas_depositos
0.01

THESE FEATURES
GIVE INFORMATION
ON cseguro_auto:
cseguro_vivienda
0.04
ccajas_depositos
0.02
ctarjeta_debito
0.02
ccaja_seguridad
0.01
cforex
0.01
cforex_buy
0.01
Visa_madelantopesos
0.01
Visa_cadelantosefectivo
0.01
ccomisiones_mantenimiento
0.01
ccajas_transacciones
0.01
ctarjeta_master_debitos_automaticos
0.01
ctarjeta_visa_descuentos
0.01
ccaja_ahorro
0.01
cplazo_fijo
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cseguro_auto
CORRELATION RATIO WITH...
mcheques_emitidos
0.25
mcaja_ahorro
0.20
mautoservicio
0.19
mpasivos_margen
0.19
ccheques_depositados
0.18
ctarjeta_debito_transacciones
0.13
cproductos
0.12
mttarjeta_visa_debitos_automaticos
0.12
mcheques_depositados
0.11
mrentabilidad_annual
0.11
ccheques_emitidos
0.10
mforex_buy
0.09
Master_mpagospesos
0.08
ctrx_quarter
0.08
cseguro_vivienda
MISSING:
---
TOP CATEGORIES
0
7,434
93%
1
526
7%
2
14
<1%
ALL
7,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cseguro_vivienda
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
minversion1_dolares
0.12
Visa_madelantopesos
0.08
cseguro_auto
0.04
ccuenta_corriente
0.03
Visa_cadelantosefectivo
0.02
ctarjeta_visa_descuentos
0.02
ccheques_depositados_rechazados
0.02
cseguro_accidentes_personales
0.02
ctarjeta_master_debitos_automaticos
0.02
cprestamos_prendarios
0.02

THESE FEATURES
GIVE INFORMATION
ON cseguro_vivienda:
cseguro_accidentes_personales
0.03
ctarjeta_master_debitos_automaticos
0.02
cseguro_vida
0.01
active_quarter
0.01
ctarjeta_debito
0.01
cseguro_auto
0.01
ccaja_ahorro
0.01
tpaquete3
0.01
ccaja_seguridad
0.01
ccajas_depositos
0.01
cinversion2
0.00
Visa_status
0.00
minversion1_dolares
0.00
ccajas_transacciones
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cseguro_vivienda
CORRELATION RATIO WITH...
cproductos
0.30
ctarjeta_visa_debitos_automaticos
0.20
ccomisiones_otras
0.19
cliente_edad
0.16
mttarjeta_visa_debitos_automaticos
0.15
cliente_antiguedad
0.14
Visa_fechaalta
0.13
Visa_cconsumos
0.12
numero_de_cliente
0.10
ctrx_quarter
0.09
mcomisiones
0.09
mcomisiones_otras
0.09
ccuenta_debitos_automaticos
0.09
Master_fechaalta
0.09
cseguro_accidentes_personales
MISSING:
---
TOP CATEGORIES
0
7,153
90%
1
819
10%
2
2
<1%
ALL
7,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cseguro_accidentes_personales
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
mpayroll2
0.12
Visa_madelantopesos
0.11
mtarjeta_master_descuentos
0.08
mcuenta_corriente_adicional
0.08
Master_cadelantosefectivo
0.07
Visa_cadelantosefectivo
0.07
cseguro_vida
0.06
cpayroll2_trx
0.05
Master_madelantopesos
0.04
minversion1_dolares
0.04

THESE FEATURES
GIVE INFORMATION
ON cseguro_accidentes_personales:
cseguro_vida
0.05
cseguro_vivienda
0.02
active_quarter
0.02
Visa_status
0.01
tpaquete3
0.01
ccaja_ahorro
0.01
Master_status
0.01
Visa_delinquency
0.01
ctarjeta_master
0.01
ccajas_depositos
0.00
Master_delinquency
0.00
ctarjeta_master_debitos_automaticos
0.00
ccomisiones_mantenimiento
0.00
Visa_madelantopesos
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cseguro_accidentes_personales
CORRELATION RATIO WITH...
cproductos
0.36
ccomisiones_otras
0.22
ctarjeta_visa_debitos_automaticos
0.16
ccuenta_debitos_automaticos
0.10
cprestamos_personales
0.09
mprestamos_personales
0.09
mrentabilidad
0.08
ctrx_quarter
0.08
Visa_msaldopesos
0.08
Visa_msaldototal
0.07
mactivos_margen
0.07
cliente_antiguedad
0.07
cliente_edad
0.06
Visa_fechaalta
0.06
ccaja_seguridad
MISSING:
---
TOP CATEGORIES
0
7,795
98%
1
170
2%
2
9
<1%
ALL
7,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccaja_seguridad
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
ccuenta_corriente
0.14
mcuenta_corriente_adicional
0.13
mtarjeta_master_descuentos
0.07
cpagodeservicios
0.04
ctarjeta_master_descuentos
0.02
ctarjeta_visa_descuentos
0.02
tpaquete1
0.01
cseguro_auto
0.01
cinversion1
0.01
ccajas_depositos
0.01

THESE FEATURES
GIVE INFORMATION
ON ccaja_seguridad:
ctarjeta_debito
0.03
ccaja_ahorro
0.02
ccuenta_corriente
0.02
ccajas_depositos
0.01
cseguro_vivienda
0.01
ctarjeta_master_debitos_automaticos
0.01
ccomisiones_mantenimiento
0.01
cseguro_auto
0.01
ccajas_transacciones
0.01
ctarjeta_visa_descuentos
0.01
active_quarter
0.01
ctarjeta_master_descuentos
0.01
cpagodeservicios
0.01
cinversion1
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccaja_seguridad
CORRELATION RATIO WITH...
mttarjeta_visa_debitos_automaticos
0.20
minversion1_pesos
0.17
Visa_mfinanciacion_limite
0.15
cproductos
0.15
mrentabilidad_annual
0.15
Visa_mlimitecompra
0.15
ctarjeta_visa_debitos_automaticos
0.15
Master_mfinanciacion_limite
0.13
cliente_edad
0.13
Master_mlimitecompra
0.13
mtarjeta_visa_descuentos
0.12
cliente_antiguedad
0.12
Visa_cconsumos
0.12
mpasivos_margen
0.12
cpayroll_trx
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
cextraccion_autoservicio
0.21
ctrx_quarter
0.19
ctarjeta_debito_transacciones
0.18
ctransferencias_recibidas
0.17
catm_trx
0.17
mautoservicio
0.16
catm_trx_other
0.14
cmobile_app_trx
0.14
mprestamos_personales
0.11
mforex_sell
0.10
ccuenta_debitos_automaticos
0.10
Master_Finiciomora
-0.10
mextraccion_autoservicio
0.09
matm_other
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccaja_ahorro
0.19
tpaquete4
0.18
ccajas_extracciones
0.15
ccomisiones_mantenimiento
0.12
tmobile_app
0.12
tpaquete3
0.11
cforex_sell
0.11
cforex
0.10
ccajas_transacciones
0.09
ctarjeta_visa_descuentos
0.08
internet
0.08
active_quarter
0.07
ccajeros_propios_descuentos
0.06
cseguro_vida
0.06
MOST FREQUENT VALUES
0
7,613
95.5%
1
228
2.9%
2
82
1.0%
3
26
0.3%
4
13
0.2%
6
3
<0.1%
5
3
<0.1%
8
2
<0.1%
17
1
<0.1%
7
1
<0.1%
12
1
<0.1%
10
1
<0.1%
SMALLEST VALUES
0
7,613
95.5%
1
228
2.9%
2
82
1.0%
3
26
0.3%
4
13
0.2%
5
3
<0.1%
6
3
<0.1%
7
1
<0.1%
8
2
<0.1%
10
1
<0.1%
12
1
<0.1%
17
1
<0.1%
LARGEST VALUES
17
1
<0.1%
12
1
<0.1%
10
1
<0.1%
8
2
<0.1%
7
1
<0.1%
6
3
<0.1%
5
3
<0.1%
4
13
0.2%
3
26
0.3%
2
82
1.0%
1
228
2.9%
0
7,613
95.5%
mpayroll
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mtransferencias_recibidas
0.79
mcuentas_saldo
0.68
mcaja_ahorro
0.18
Master_Finiciomora
-0.15
mpasivos_margen
0.14
matm
0.14
Visa_Finiciomora
-0.14
mextraccion_autoservicio
0.14
catm_trx
0.10
cextraccion_autoservicio
0.09
cpayroll_trx
0.08
ctrx_quarter
0.05
Visa_mfinanciacion_limite
0.05
mautoservicio
0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cinversion1
0.12
ccomisiones_mantenimiento
0.03
cprestamos_prendarios
0.03
tmobile_app
0.03
ctarjeta_debito
0.02
cforex
0.02
cforex_buy
0.02
internet
0.02
thomebanking
0.02
ccajeros_propios_descuentos
0.01
mdescubierto_preacordado
0.01
cforex_sell
0.01
ccajas_extracciones
0.01
ctarjeta_master
0.01
MOST FREQUENT VALUES
0.0
7,615
95.5%
5850.0
4
<0.1%
4680.0
3
<0.1%
23400.0
3
<0.1%
11700.0
3
<0.1%
12870.0
3
<0.1%
17550.0
2
<0.1%
58500.0
2
<0.1%
4095.0
2
<0.1%
91950.3
1
<0.1%
56608.84
1
<0.1%
29442.05
1
<0.1%
18772.65
1
<0.1%
148796.96
1
<0.1%
72433.53
1
<0.1%
SMALLEST VALUES
-5855.01
1
<0.1%
0.0
7,615
95.5%
83.58
1
<0.1%
196.73
1
<0.1%
562.59
1
<0.1%
622.68
1
<0.1%
895.86
1
<0.1%
936.0
1
<0.1%
1086.93
1
<0.1%
1170.0
1
<0.1%
1190.03
1
<0.1%
1404.0
1
<0.1%
2317.43
1
<0.1%
2845.44
1
<0.1%
2878.2
1
<0.1%
LARGEST VALUES
23438438.59
1
<0.1%
6331611.19
1
<0.1%
5815764.63
1
<0.1%
2731435.2
1
<0.1%
1362884.02
1
<0.1%
1179715.46
1
<0.1%
830664.97
1
<0.1%
820924.65
1
<0.1%
639301.92
1
<0.1%
428539.74
1
<0.1%
414121.5
1
<0.1%
304608.33
1
<0.1%
275545.53
1
<0.1%
247816.17
1
<0.1%
241975.89
1
<0.1%
mpayroll2
MISSING:
---
TOP CATEGORIES
0
7,972
>99%
40950
1
<1%
4095
1
<1%
ALL
7,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
mpayroll2
PROVIDES INFORMATION ON...
tpaquete2
1.00
cpayroll2_trx
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
Master_delinquency
0.01
cseguro_vida
0.00
cseguro_accidentes_personales
0.00
Master_status
0.00
Visa_status
0.00
tmobile_app
0.00
active_quarter
0.00
mdescubierto_preacordado
0.00
ctarjeta_visa
0.00

THESE FEATURES
GIVE INFORMATION
ON mpayroll2:
cpayroll2_trx
0.93
Master_delinquency
0.20
Visa_status
0.17
Master_status
0.17
cseguro_vida
0.14
cseguro_accidentes_personales
0.12
tmobile_app
0.08
active_quarter
0.08
mdescubierto_preacordado
0.08
ccomisiones_mantenimiento
0.07
ctarjeta_visa
0.07
internet
0.07
ctarjeta_master
0.07
thomebanking
0.07

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mpayroll2
CORRELATION RATIO WITH...
Master_Finiciomora
0.10
cpagomiscuentas
0.03
cmobile_app_trx
0.03
cpayroll_trx
0.03
ccomisiones_otras
0.03
mprestamos_personales
0.02
Visa_mpagominimo
0.02
numero_de_cliente
0.02
Master_mpagominimo
0.02
foto_mes
0.02
Master_msaldopesos
0.02
Master_msaldototal
0.02
ctarjeta_visa_debitos_automaticos
0.02
Visa_msaldopesos
0.02
cpayroll2_trx
MISSING:
---
TOP CATEGORIES
0
7,972
>99%
1
2
<1%
ALL
7,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cpayroll2_trx
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
mpayroll2
0.93
Master_delinquency
0.00
cseguro_vida
0.00
Master_status
0.00
Visa_status
0.00
cseguro_accidentes_personales
0.00
ctarjeta_debito
0.00
tcallcenter
0.00
ccajas_transacciones
0.00
cseguro_vivienda
0.00

THESE FEATURES
GIVE INFORMATION
ON cpayroll2_trx:
mpayroll2
1.00
Master_delinquency
0.14
Visa_status
0.11
Master_status
0.11
cseguro_vida
0.08
cseguro_accidentes_personales
0.05
ctarjeta_debito
0.04
tcallcenter
0.02
tmobile_app
0.02
ccajas_transacciones
0.01
active_quarter
0.01
ccaja_ahorro
0.01
cseguro_vivienda
0.01
mdescubierto_preacordado
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cpayroll2_trx
CORRELATION RATIO WITH...
Master_Finiciomora
0.07
cpayroll_trx
0.03
cpagomiscuentas
0.02
cmobile_app_trx
0.02
ccomisiones_otras
0.02
mprestamos_personales
0.02
foto_mes
0.02
Visa_mpagominimo
0.01
Master_mpagominimo
0.01
numero_de_cliente
0.01
Master_msaldopesos
0.01
Master_msaldototal
0.01
Visa_msaldopesos
0.01
mactivos_margen
0.01
ccuenta_debitos_automaticos
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctrx_quarter
0.30
ccomisiones_otras
0.25
cpagomiscuentas
0.22
cproductos
0.22
ctarjeta_debito_transacciones
0.20
mautoservicio
0.17
mcuenta_debitos_automaticos
0.17
cmobile_app_trx
0.16
Master_Finiciomora
-0.15
Visa_Finiciomora
-0.14
cliente_antiguedad
0.14
Master_cconsumos
0.13
ctarjeta_visa_debitos_automaticos
0.13
Master_mconsumosdolares
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
active_quarter
0.11
cseguro_accidentes_personales
0.10
ccaja_ahorro
0.10
minversion1_dolares
0.10
thomebanking
0.09
ctarjeta_debito
0.09
cseguro_vivienda
0.09
ctarjeta_visa
0.09
ctarjeta_master_debitos_automaticos
0.09
cseguro_vida
0.08
tmobile_app
0.08
ccaja_seguridad
0.07
ccajas_extracciones
0.07
mdescubierto_preacordado
0.07
MOST FREQUENT VALUES
0
6,827
85.6%
1
725
9.1%
2
227
2.8%
3
99
1.2%
4
51
0.6%
5
15
0.2%
6
12
0.2%
7
5
<0.1%
9
3
<0.1%
8
3
<0.1%
13
2
<0.1%
11
2
<0.1%
23
1
<0.1%
10
1
<0.1%
22
1
<0.1%
SMALLEST VALUES
0
6,827
85.6%
1
725
9.1%
2
227
2.8%
3
99
1.2%
4
51
0.6%
5
15
0.2%
6
12
0.2%
7
5
<0.1%
8
3
<0.1%
9
3
<0.1%
10
1
<0.1%
11
2
<0.1%
13
2
<0.1%
22
1
<0.1%
23
1
<0.1%
LARGEST VALUES
23
1
<0.1%
22
1
<0.1%
13
2
<0.1%
11
2
<0.1%
10
1
<0.1%
9
3
<0.1%
8
3
<0.1%
7
5
<0.1%
6
12
0.2%
5
15
0.2%
4
51
0.6%
3
99
1.2%
2
227
2.8%
1
725
9.1%
0
6,827
85.6%
mcuenta_debitos_automaticos
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_msaldodolares
0.73
Master_mconsumosdolares
0.72
minversion2
0.41
mtarjeta_master_consumo
0.23
Master_mconsumospesos
0.20
Master_mconsumototal
0.20
Master_Finiciomora
-0.18
ccuenta_debitos_automaticos
0.17
Visa_mfinanciacion_limite
0.15
Visa_mlimitecompra
0.15
Master_mfinanciacion_limite
0.14
Master_mlimitecompra
0.14
Master_mpagospesos
-0.12
Visa_Finiciomora
-0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
minversion1_dolares
0.99
cinversion1
0.37
cinversion2
0.23
ctarjeta_master_debitos_automaticos
0.07
cprestamos_prendarios
0.04
thomebanking
0.02
ccajas_depositos
0.02
ctarjeta_visa
0.02
ccomisiones_mantenimiento
0.02
ctarjeta_master
0.02
active_quarter
0.02
ccaja_seguridad
0.02
ctarjeta_debito
0.01
ccajas_extracciones
0.01
MOST FREQUENT VALUES
0.0
6,827
85.6%
31.69
178
2.2%
31.39
69
0.9%
31.64
42
0.5%
31.57
10
0.1%
31.77
10
0.1%
31.82
8
0.1%
63.29
7
<0.1%
63.39
5
<0.1%
57.47
4
<0.1%
1069.92
4
<0.1%
63.55
3
<0.1%
96.78
3
<0.1%
84.01
3
<0.1%
31.9
3
<0.1%
SMALLEST VALUES
0.0
6,827
85.6%
16.14
1
<0.1%
31.39
69
0.9%
31.54
2
<0.1%
31.57
10
0.1%
31.64
42
0.5%
31.69
178
2.2%
31.77
10
0.1%
31.82
8
0.1%
31.9
3
<0.1%
34.9
2
<0.1%
35.4
1
<0.1%
37.13
1
<0.1%
37.52
1
<0.1%
38.21
1
<0.1%
LARGEST VALUES
2210061.81
1
<0.1%
187341.82
1
<0.1%
95072.66
1
<0.1%
84946.01
1
<0.1%
74690.46
1
<0.1%
56047.94
1
<0.1%
44723.25
1
<0.1%
44719.54
1
<0.1%
44663.15
1
<0.1%
43090.57
1
<0.1%
41405.6
1
<0.1%
41396.13
1
<0.1%
40159.31
1
<0.1%
40119.3
1
<0.1%
39780.0
1
<0.1%
ctarjeta_visa_debitos_automaticos
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mttarjeta_visa_debitos_automaticos
0.72
Visa_cconsumos
0.60
ctarjeta_visa_transacciones
0.48
mtarjeta_visa_consumo
0.34
ccomisiones_otras
0.33
ctrx_quarter
0.32
Visa_mconsumospesos
0.31
Visa_mconsumototal
0.31
cproductos
0.31
Visa_Finiciomora
-0.27
Visa_fechaalta
0.27
Master_cconsumos
0.22
cliente_antiguedad
0.20
Visa_mpagospesos
-0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cseguro_vivienda
0.20
ctarjeta_master_debitos_automaticos
0.19
ctarjeta_visa
0.19
thomebanking
0.16
cseguro_accidentes_personales
0.16
ccaja_seguridad
0.15
active_quarter
0.15
ctarjeta_master
0.15
mdescubierto_preacordado
0.14
ccajas_depositos
0.11
internet
0.11
tmobile_app
0.09
ctarjeta_master_descuentos
0.09
cseguro_vida
0.08
MOST FREQUENT VALUES
0
6,162
77.3%
1
821
10.3%
2
390
4.9%
3
233
2.9%
4
122
1.5%
5
78
1.0%
6
46
0.6%
7
37
0.5%
9
22
0.3%
8
21
0.3%
11
10
0.1%
10
10
0.1%
12
7
<0.1%
13
5
<0.1%
19
2
<0.1%
SMALLEST VALUES
0
6,162
77.3%
1
821
10.3%
2
390
4.9%
3
233
2.9%
4
122
1.5%
5
78
1.0%
6
46
0.6%
7
37
0.5%
8
21
0.3%
9
22
0.3%
10
10
0.1%
11
10
0.1%
12
7
<0.1%
13
5
<0.1%
14
1
<0.1%
LARGEST VALUES
22
1
<0.1%
21
1
<0.1%
19
2
<0.1%
18
1
<0.1%
17
1
<0.1%
16
1
<0.1%
15
2
<0.1%
14
1
<0.1%
13
5
<0.1%
12
7
<0.1%
11
10
0.1%
10
10
0.1%
9
22
0.3%
8
21
0.3%
7
37
0.5%
mttarjeta_visa_debitos_automaticos
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctarjeta_visa_debitos_automaticos
0.72
Visa_cconsumos
0.48
Visa_mconsumospesos
0.43
Visa_mconsumototal
0.43
mtarjeta_visa_consumo
0.40
ctarjeta_visa_transacciones
0.38
ctrx_quarter
0.26
Visa_mpagospesos
-0.26
Visa_msaldototal
0.24
Visa_msaldopesos
0.24
ccomisiones_otras
0.23
Master_mpagospesos
-0.22
mtarjeta_master_consumo
0.22
Visa_fechaalta
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccaja_seguridad
0.20
ctarjeta_master_debitos_automaticos
0.17
cseguro_vivienda
0.15
ccajas_depositos
0.12
ctarjeta_visa
0.12
cseguro_auto
0.12
ccajas_extracciones
0.11
thomebanking
0.11
ctarjeta_master
0.11
cinversion1
0.10
active_quarter
0.10
tpaquete1
0.09
minversion1_dolares
0.08
mdescubierto_preacordado
0.07
MOST FREQUENT VALUES
0.0
6,162
77.3%
452.79
21
0.3%
31.69
11
0.1%
31.39
11
0.1%
520.65
9
0.1%
702.0
7
<0.1%
31.64
5
<0.1%
292.5
5
<0.1%
374.4
5
<0.1%
348.66
5
<0.1%
58.5
5
<0.1%
117.0
4
<0.1%
1579.5
3
<0.1%
62.67
3
<0.1%
819.0
3
<0.1%
SMALLEST VALUES
0.0
6,162
77.3%
2.12
1
<0.1%
5.05
1
<0.1%
9.21
1
<0.1%
15.79
1
<0.1%
16.38
1
<0.1%
23.4
1
<0.1%
29.19
1
<0.1%
31.39
11
0.1%
31.57
2
<0.1%
31.64
5
<0.1%
31.69
11
0.1%
31.77
2
<0.1%
32.06
1
<0.1%
32.86
1
<0.1%
LARGEST VALUES
92541.74
1
<0.1%
82965.98
1
<0.1%
71125.96
1
<0.1%
66790.3
1
<0.1%
63603.93
1
<0.1%
62920.04
1
<0.1%
62241.37
1
<0.1%
58737.19
1
<0.1%
58325.17
1
<0.1%
55024.91
1
<0.1%
53443.24
1
<0.1%
50894.15
1
<0.1%
50789.67
1
<0.1%
50270.33
1
<0.1%
49998.61
1
<0.1%
ctarjeta_master_debitos_automaticos
MISSING:
---
TOP CATEGORIES
0
7,634
96%
1
222
3%
2
61
<1%
3
29
<1%
5
10
<1%
4
9
<1%
6
4
<1%
9
3
<1%
7
2
<1%
ALL
7,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ctarjeta_master_debitos_automaticos
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
mcuenta_corriente_adicional
0.27
Master_cadelantosefectivo
0.18
Master_madelantopesos
0.15
minversion1_dolares
0.15
mtarjeta_master_descuentos
0.14
ctarjeta_master_descuentos
0.08
Master_delinquency
0.05
ctarjeta_visa_descuentos
0.03
ccheques_depositados_rechazados
0.03
ccajas_depositos
0.02

THESE FEATURES
GIVE INFORMATION
ON ctarjeta_master_debitos_automaticos:
ctarjeta_master
0.02
Master_delinquency
0.02
active_quarter
0.02
Master_status
0.02
cseguro_vivienda
0.02
thomebanking
0.01
internet
0.01
ctarjeta_master_descuentos
0.01
ccajas_depositos
0.01
ctarjeta_visa
0.01
Visa_status
0.01
ctarjeta_debito
0.01
ccajas_extracciones
0.01
tmobile_app
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_master_debitos_automaticos
CORRELATION RATIO WITH...
mttarjeta_master_debitos_automaticos
0.62
Master_cconsumos
0.51
ctarjeta_master_transacciones
0.39
mtarjeta_master_consumo
0.30
Master_mconsumospesos
0.28
Master_mconsumototal
0.28
ccomisiones_otras
0.23
Master_fechaalta
0.22
Visa_cconsumos
0.21
Master_mpagospesos
0.19
ctarjeta_visa_debitos_automaticos
0.19
ctrx_quarter
0.17
mttarjeta_visa_debitos_automaticos
0.17
mtarjeta_visa_descuentos
0.17
mttarjeta_master_debitos_automaticos
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_mconsumospesos
0.39
Master_mconsumototal
0.39
mtarjeta_master_consumo
0.28
Master_cconsumos
0.26
ctarjeta_master_transacciones
0.20
Master_mpagado
0.18
Master_mpagospesos
-0.15
mttarjeta_visa_debitos_automaticos
0.13
ctarjeta_visa_debitos_automaticos
0.13
Visa_cconsumos
0.12
Visa_mpagospesos
-0.12
ccomisiones_otras
0.11
ctrx_quarter
0.10
ctarjeta_visa_transacciones
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_master_debitos_automaticos
0.62
minversion1_dolares
0.14
ctarjeta_visa_descuentos
0.07
ccajas_extracciones
0.07
ccajas_depositos
0.07
cseguro_vivienda
0.06
ctarjeta_master
0.06
ccajas_transacciones
0.05
cseguro_vida
0.05
cforex_sell
0.05
cforex
0.05
thomebanking
0.04
internet
0.04
ctarjeta_master_descuentos
0.04
MOST FREQUENT VALUES
0.0
7,634
95.7%
348.66
26
0.3%
452.79
22
0.3%
520.65
16
0.2%
351.0
2
<0.1%
905.58
2
<0.1%
1053.0
2
<0.1%
772.2
2
<0.1%
210.6
2
<0.1%
10603.66
1
<0.1%
4808.7
1
<0.1%
2761.79
1
<0.1%
8596.68
1
<0.1%
1389.12
1
<0.1%
4071.6
1
<0.1%
SMALLEST VALUES
0.0
7,634
95.7%
11.7
1
<0.1%
31.69
1
<0.1%
63.39
1
<0.1%
64.35
1
<0.1%
65.8
1
<0.1%
68.44
1
<0.1%
81.44
1
<0.1%
85.24
1
<0.1%
100.59
1
<0.1%
105.18
1
<0.1%
105.24
1
<0.1%
105.3
1
<0.1%
105.41
1
<0.1%
107.01
1
<0.1%
LARGEST VALUES
68794.2
1
<0.1%
57656.1
1
<0.1%
47651.74
1
<0.1%
27953.81
1
<0.1%
27342.31
1
<0.1%
25971.74
1
<0.1%
25818.28
1
<0.1%
25779.67
1
<0.1%
22172.49
1
<0.1%
20169.57
1
<0.1%
18470.27
1
<0.1%
18283.37
1
<0.1%
17966.73
1
<0.1%
17572.56
1
<0.1%
16588.68
1
<0.1%
cpagodeservicios
MISSING:
---
TOP CATEGORIES
0
7,958
>99%
1
12
<1%
3
2
<1%
20
1
<1%
2
1
<1%
ALL
7,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cpagodeservicios
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
cliente_vip
0.03
ccajeros_propios_descuentos
0.01
cplazo_fijo
0.01
ccaja_seguridad
0.01
tpaquete4
0.00
ccajas_depositos
0.00
tpaquete3
0.00
ctarjeta_debito
0.00
ccaja_ahorro
0.00
cforex_sell
0.00

THESE FEATURES
GIVE INFORMATION
ON cpagodeservicios:
ctarjeta_debito
0.10
ccomisiones_mantenimiento
0.07
ctarjeta_visa
0.05
ccaja_ahorro
0.04
ccaja_seguridad
0.04
cplazo_fijo
0.03
internet
0.03
tpaquete4
0.02
cliente_vip
0.02
ccajas_depositos
0.02
ccajeros_propios_descuentos
0.02
Visa_status
0.02
ccajas_transacciones
0.02
Master_status
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cpagodeservicios
CORRELATION RATIO WITH...
mpagodeservicios
0.96
mcheques_emitidos
0.50
mpasivos_margen
0.24
mcaja_ahorro
0.18
mtransferencias_emitidas
0.17
mtransferencias_recibidas
0.17
Visa_Fvencimiento
0.17
mautoservicio
0.15
ccheques_emitidos
0.14
mrentabilidad_annual
0.14
catm_trx
0.11
mcuenta_corriente
0.11
cextraccion_autoservicio
0.09
Visa_mfinanciacion_limite
0.08
mpagodeservicios
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcheques_emitidos
0.47
mpasivos_margen
0.18
mtransferencias_emitidas
0.17
mtransferencias_recibidas
0.16
Visa_Fvencimiento
-0.16
mautoservicio
0.14
ccheques_emitidos
0.13
catm_trx
0.11
mcuenta_corriente
0.10
cextraccion_autoservicio
0.09
Visa_mfinanciacion_limite
0.09
mrentabilidad_annual
0.09
matm
0.08
ctrx_quarter
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cpagodeservicios
0.96
ctarjeta_debito
0.26
ctarjeta_visa
0.13
ccomisiones_mantenimiento
0.09
ccaja_seguridad
0.07
internet
0.02
ccajas_depositos
0.02
thomebanking
0.01
active_quarter
0.01
ctarjeta_master
0.01
tcallcenter
0.01
Visa_status
0.01
Master_status
0.01
ccajas_transacciones
0.01
MOST FREQUENT VALUES
0.0
7,958
99.8%
1298.11
1
<0.1%
2960.29
1
<0.1%
11.7
1
<0.1%
3257.36
1
<0.1%
2925.0
1
<0.1%
766.97
1
<0.1%
2689.44
1
<0.1%
91636.7
1
<0.1%
867.36
1
<0.1%
585.0
1
<0.1%
670.23
1
<0.1%
104592.69
1
<0.1%
17807.04
1
<0.1%
382699.59
1
<0.1%
SMALLEST VALUES
0.0
7,958
99.8%
11.7
1
<0.1%
585.0
1
<0.1%
670.23
1
<0.1%
766.97
1
<0.1%
867.36
1
<0.1%
1298.11
1
<0.1%
2305.07
1
<0.1%
2689.44
1
<0.1%
2925.0
1
<0.1%
2960.29
1
<0.1%
3257.36
1
<0.1%
17807.04
1
<0.1%
28561.43
1
<0.1%
91636.7
1
<0.1%
LARGEST VALUES
382699.59
1
<0.1%
104592.69
1
<0.1%
91636.7
1
<0.1%
28561.43
1
<0.1%
17807.04
1
<0.1%
3257.36
1
<0.1%
2960.29
1
<0.1%
2925.0
1
<0.1%
2689.44
1
<0.1%
2305.07
1
<0.1%
1298.11
1
<0.1%
867.36
1
<0.1%
766.97
1
<0.1%
670.23
1
<0.1%
585.0
1
<0.1%
cpagomiscuentas
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mpagomiscuentas
0.52
ctrx_quarter
0.37
ctarjeta_debito_transacciones
0.24
cmobile_app_trx
0.23
ccuenta_debitos_automaticos
0.22
ccomisiones_otras
0.21
chomebanking_transacciones
0.21
ctransferencias_recibidas
0.21
mautoservicio
0.20
Visa_Finiciomora
-0.15
ctransferencias_emitidas
0.15
Master_mconsumosdolares
0.14
Visa_cconsumos
0.13
mforex_sell
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
thomebanking
0.15
cforex_sell
0.13
cforex
0.12
tmobile_app
0.11
ccajas_extracciones
0.11
cplazo_fijo
0.10
ccaja_ahorro
0.10
active_quarter
0.09
ccajeros_propios_descuentos
0.09
mdescubierto_preacordado
0.09
ctarjeta_visa
0.08
tpaquete1
0.08
ccajas_depositos
0.08
ctarjeta_master_debitos_automaticos
0.08
MOST FREQUENT VALUES
0
7,225
90.6%
1
235
2.9%
2
159
2.0%
3
96
1.2%
5
59
0.7%
4
59
0.7%
6
34
0.4%
7
31
0.4%
8
23
0.3%
9
13
0.2%
10
13
0.2%
12
6
<0.1%
11
5
<0.1%
15
3
<0.1%
16
2
<0.1%
SMALLEST VALUES
0
7,225
90.6%
1
235
2.9%
2
159
2.0%
3
96
1.2%
4
59
0.7%
5
59
0.7%
6
34
0.4%
7
31
0.4%
8
23
0.3%
9
13
0.2%
10
13
0.2%
11
5
<0.1%
12
6
<0.1%
13
2
<0.1%
15
3
<0.1%
LARGEST VALUES
58
1
<0.1%
36
1
<0.1%
32
1
<0.1%
23
2
<0.1%
22
1
<0.1%
19
2
<0.1%
17
1
<0.1%
16
2
<0.1%
15
3
<0.1%
13
2
<0.1%
12
6
<0.1%
11
5
<0.1%
10
13
0.2%
9
13
0.2%
8
23
0.3%
mpagomiscuentas
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
cpagomiscuentas
0.52
Master_mconsumosdolares
0.25
ctrx_quarter
0.22
Visa_mconsumospesos
0.16
Visa_mconsumototal
0.16
Master_mconsumospesos
0.16
Master_mconsumototal
0.16
cmobile_app_trx
0.14
ctransferencias_recibidas
0.13
ccuenta_debitos_automaticos
0.12
mpasivos_margen
0.12
Visa_cconsumos
0.12
mtarjeta_visa_consumo
0.12
Visa_mpagospesos
-0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajas_depositos
0.12
ccajas_extracciones
0.08
ccaja_seguridad
0.08
thomebanking
0.08
minversion1_dolares
0.07
ctarjeta_visa
0.07
ccaja_ahorro
0.06
tpaquete1
0.06
tmobile_app
0.06
ctarjeta_debito
0.06
cplazo_fijo
0.06
ccajas_transacciones
0.05
mdescubierto_preacordado
0.05
active_quarter
0.05
MOST FREQUENT VALUES
0.0
7,225
90.6%
234.0
9
0.1%
351.0
8
0.1%
585.0
6
<0.1%
197.69
5
<0.1%
468.0
3
<0.1%
1929.55
3
<0.1%
292.5
3
<0.1%
1439.74
2
<0.1%
117.0
2
<0.1%
789.73
2
<0.1%
877.5
2
<0.1%
317.81
2
<0.1%
402.45
2
<0.1%
15826.12
1
<0.1%
SMALLEST VALUES
0.0
7,225
90.6%
11.88
1
<0.1%
27.03
1
<0.1%
33.15
1
<0.1%
45.8
1
<0.1%
49.02
1
<0.1%
52.2
1
<0.1%
58.5
1
<0.1%
61.2
1
<0.1%
81.9
1
<0.1%
117.0
2
<0.1%
143.03
1
<0.1%
157.95
1
<0.1%
165.71
1
<0.1%
166.26
1
<0.1%
LARGEST VALUES
795635.53
1
<0.1%
446823.86
1
<0.1%
364226.58
1
<0.1%
236701.3
1
<0.1%
207090.0
1
<0.1%
195113.27
1
<0.1%
182606.77
1
<0.1%
182052.0
1
<0.1%
174892.39
1
<0.1%
162059.25
1
<0.1%
152412.03
1
<0.1%
152100.0
1
<0.1%
118369.19
1
<0.1%
113192.62
1
<0.1%
110836.51
1
<0.1%
ccajeros_propios_descuentos
MISSING:
---
TOP CATEGORIES
0
7,950
>99%
1
18
<1%
2
3
<1%
3
2
<1%
5
1
<1%
ALL
7,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccajeros_propios_descuentos
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
ccheques_depositados_rechazados
0.04
ctarjeta_visa_descuentos
0.03
cpagodeservicios
0.02
cseguro_auto
0.01
ccajas_extracciones
0.01
tpaquete4
0.01
cinversion2
0.01
cplazo_fijo
0.00
cforex_sell
0.00
cforex
0.00

THESE FEATURES
GIVE INFORMATION
ON ccajeros_propios_descuentos:
tmobile_app
0.07
ccajas_extracciones
0.07
ctarjeta_visa_descuentos
0.05
thomebanking
0.05
active_quarter
0.04
ccheques_depositados_rechazados
0.04
ctarjeta_debito
0.04
cforex_sell
0.03
ctarjeta_visa
0.03
ccajas_transacciones
0.03
cforex
0.03
ccaja_ahorro
0.03
ctarjeta_master
0.03
ccomisiones_mantenimiento
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajeros_propios_descuentos
CORRELATION RATIO WITH...
mcajeros_propios_descuentos
0.80
mcheques_depositados_rechazados
0.51
ctarjeta_debito_transacciones
0.20
ctransferencias_emitidas
0.18
mtarjeta_visa_descuentos
0.17
mtransferencias_emitidas
0.15
mautoservicio
0.14
cmobile_app_trx
0.14
mextraccion_autoservicio
0.13
matm
0.13
ctrx_quarter
0.13
mcaja_ahorro
0.11
ctarjeta_visa_transacciones
0.11
ctransferencias_recibidas
0.10
mcajeros_propios_descuentos
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mtarjeta_visa_descuentos
0.17
mcheques_depositados_rechazados
0.17
ctarjeta_debito_transacciones
0.13
mautoservicio
0.09
ctrx_quarter
0.09
cpagomiscuentas
0.08
ctarjeta_visa_transacciones
0.06
cpayroll_trx
0.06
mcaja_ahorro
0.05
mforex_sell
0.05
ccomisiones_otras
0.05
ctransferencias_recibidas
0.04
cextraccion_autoservicio
0.04
catm_trx
0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajeros_propios_descuentos
0.80
ctarjeta_visa_descuentos
0.17
ccheques_depositados_rechazados
0.13
ccajas_extracciones
0.05
cforex_sell
0.05
cseguro_auto
0.05
cinversion2
0.04
cforex
0.04
tmobile_app
0.04
active_quarter
0.02
cpagodeservicios
0.02
internet
0.02
thomebanking
0.02
ctarjeta_debito
0.02
MOST FREQUENT VALUES
0.0
7,957
99.8%
1092.61
1
<0.1%
508.59
1
<0.1%
780.68
1
<0.1%
715.85
1
<0.1%
6.66
1
<0.1%
146.25
1
<0.1%
579.24
1
<0.1%
341.64
1
<0.1%
365.62
1
<0.1%
573.0
1
<0.1%
210.6
1
<0.1%
159.7
1
<0.1%
175.32
1
<0.1%
808.5
1
<0.1%
SMALLEST VALUES
0.0
7,957
99.8%
6.66
1
<0.1%
146.25
1
<0.1%
159.7
1
<0.1%
163.68
1
<0.1%
175.32
1
<0.1%
179.01
1
<0.1%
210.6
1
<0.1%
341.64
1
<0.1%
365.62
1
<0.1%
508.59
1
<0.1%
573.0
1
<0.1%
579.24
1
<0.1%
655.27
1
<0.1%
715.85
1
<0.1%
LARGEST VALUES
1092.61
1
<0.1%
808.5
1
<0.1%
780.68
1
<0.1%
715.85
1
<0.1%
655.27
1
<0.1%
579.24
1
<0.1%
573.0
1
<0.1%
508.59
1
<0.1%
365.62
1
<0.1%
341.64
1
<0.1%
210.6
1
<0.1%
179.01
1
<0.1%
175.32
1
<0.1%
163.68
1
<0.1%
159.7
1
<0.1%
ctarjeta_visa_descuentos
MISSING:
---
TOP CATEGORIES
0
7,927
>99%
1
37
<1%
2
6
<1%
3
3
<1%
11
1
<1%
ALL
7,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ctarjeta_visa_descuentos
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
Master_cadelantosefectivo
0.15
Visa_madelantopesos
0.15
mtarjeta_master_descuentos
0.14
Master_madelantopesos
0.13
Visa_cadelantosefectivo
0.12
ccajeros_propios_descuentos
0.05
ctarjeta_master_descuentos
0.05
cliente_vip
0.02
cinversion1
0.01
cinversion2
0.01

THESE FEATURES
GIVE INFORMATION
ON ctarjeta_visa_descuentos:
ctarjeta_visa
0.07
thomebanking
0.06
mdescubierto_preacordado
0.05
active_quarter
0.05
cforex
0.04
ctarjeta_master_descuentos
0.04
Visa_madelantopesos
0.04
ctarjeta_master_debitos_automaticos
0.03
tmobile_app
0.03
internet
0.03
cforex_sell
0.03
ccajeros_propios_descuentos
0.03
ctarjeta_master
0.03
Visa_cadelantosefectivo
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_visa_descuentos
CORRELATION RATIO WITH...
Master_mpagosdolares
0.84
mtarjeta_visa_descuentos
0.62
Master_mpagospesos
0.21
Visa_cconsumos
0.20
ctarjeta_visa_transacciones
0.19
mcajeros_propios_descuentos
0.17
mtarjeta_visa_consumo
0.11
Visa_mconsumospesos
0.09
Visa_mconsumototal
0.09
ctrx_quarter
0.09
minversion1_pesos
0.09
cpayroll_trx
0.08
ctarjeta_master_transacciones
0.08
Master_cconsumos
0.08
mtarjeta_visa_descuentos
MISSING:
21
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_mpagosdolares
0.40
minversion1_pesos
0.19
mcajeros_propios_descuentos
0.17
Visa_cconsumos
0.13
Master_Finiciomora
-0.12
Master_mpagospesos
-0.11
ctarjeta_visa_transacciones
0.10
Master_cconsumos
0.09
mtarjeta_visa_consumo
0.09
Visa_Finiciomora
-0.09
Visa_mconsumospesos
0.09
Visa_mconsumototal
0.09
mttarjeta_visa_debitos_automaticos
0.07
Visa_mpagado
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_visa_descuentos
0.62
ccajeros_propios_descuentos
0.17
ctarjeta_master_debitos_automaticos
0.17
cinversion1
0.14
ccaja_seguridad
0.12
ctarjeta_master_descuentos
0.05
ctarjeta_debito
0.05
thomebanking
0.03
mtarjeta_master_descuentos
0.03
cforex_sell
0.03
ccajas_extracciones
0.03
mdescubierto_preacordado
0.03
cforex
0.02
ctarjeta_master
0.02
MOST FREQUENT VALUES
0.0
7,927
99.7%
526.14
1
<0.1%
90.38
1
<0.1%
88.45
1
<0.1%
11.11
1
<0.1%
2424.82
1
<0.1%
294.84
1
<0.1%
474.25
1
<0.1%
149.49
1
<0.1%
468.58
1
<0.1%
124.31
1
<0.1%
173.56
1
<0.1%
211.69
1
<0.1%
1487.32
1
<0.1%
968.83
1
<0.1%
SMALLEST VALUES
0.0
7,927
99.7%
11.11
1
<0.1%
76.05
1
<0.1%
88.45
1
<0.1%
90.38
1
<0.1%
124.31
1
<0.1%
125.69
1
<0.1%
140.4
1
<0.1%
149.17
1
<0.1%
149.49
1
<0.1%
171.99
1
<0.1%
173.56
1
<0.1%
211.69
1
<0.1%
215.74
1
<0.1%
272.25
1
<0.1%
LARGEST VALUES
2424.82
1
<0.1%
2413.68
1
<0.1%
1793.24
1
<0.1%
1487.32
1
<0.1%
1428.2
1
<0.1%
1079.32
1
<0.1%
968.83
1
<0.1%
526.14
1
<0.1%
474.25
1
<0.1%
468.58
1
<0.1%
353.32
1
<0.1%
294.84
1
<0.1%
272.25
1
<0.1%
215.74
1
<0.1%
211.69
1
<0.1%
ctarjeta_master_descuentos
MISSING:
---
TOP CATEGORIES
0
7,938
>99%
1
25
<1%
2
7
<1%
3
2
<1%
12
1
<1%
5
1
<1%
ALL
7,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ctarjeta_master_descuentos
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
mtarjeta_master_descuentos
0.79
ctarjeta_visa_descuentos
0.04
ctarjeta_master_debitos_automaticos
0.01
ccaja_seguridad
0.01
Visa_delinquency
0.01
cprestamos_prendarios
0.01
cforex_sell
0.00
tmobile_app
0.00
cforex
0.00
cinversion2
0.00

THESE FEATURES
GIVE INFORMATION
ON ctarjeta_master_descuentos:
mtarjeta_master_descuentos
0.18
ctarjeta_master_debitos_automaticos
0.08
tmobile_app
0.08
internet
0.07
ctarjeta_visa_descuentos
0.05
ctarjeta_master
0.04
thomebanking
0.04
active_quarter
0.04
ctarjeta_debito
0.03
Visa_delinquency
0.03
cforex
0.03
cforex_sell
0.02
ctarjeta_visa
0.02
ccaja_seguridad
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_master_descuentos
CORRELATION RATIO WITH...
Master_cconsumos
0.27
ctarjeta_master_transacciones
0.25
mtarjeta_master_consumo
0.13
matm_other
0.13
chomebanking_transacciones
0.12
Master_mconsumospesos
0.10
Master_mconsumototal
0.10
catm_trx_other
0.10
ctarjeta_visa_transacciones
0.10
cmobile_app_trx
0.10
Visa_cconsumos
0.09
ccajas_consultas
0.09
ctrx_quarter
0.09
ctarjeta_visa_debitos_automaticos
0.09
mtarjeta_master_descuentos
MISSING:
29
(<1%)
TOP CATEGORIES
0.0
7,939
>99%
3308.83
1
<1%
543.87
1
<1%
819.54
1
<1%
201.68
1
<1%
40.34
1
<1%
2237.62
1
<1%
ALL
7,945
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
mtarjeta_master_descuentos
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
ctarjeta_master_descuentos
0.18
ctarjeta_visa_descuentos
0.03
cinversion2
0.01
Master_delinquency
0.01
ctarjeta_master_debitos_automaticos
0.00
ccaja_seguridad
0.00
Visa_delinquency
0.00
cforex_sell
0.00
cforex
0.00
cseguro_accidentes_personales
0.00

THESE FEATURES
GIVE INFORMATION
ON mtarjeta_master_descuentos:
ctarjeta_master_descuentos
0.79
ctarjeta_debito
0.15
ctarjeta_master_debitos_automaticos
0.14
ctarjeta_visa_descuentos
0.14
tmobile_app
0.12
cseguro_accidentes_personales
0.08
cinversion2
0.08
tcallcenter
0.08
ccomisiones_mantenimiento
0.08
internet
0.08
thomebanking
0.07
Master_delinquency
0.07
ccaja_seguridad
0.07
ctarjeta_master
0.07

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mtarjeta_master_descuentos
CORRELATION RATIO WITH...
Master_cconsumos
0.22
ctarjeta_master_transacciones
0.18
catm_trx_other
0.13
matm_other
0.12
chomebanking_transacciones
0.11
cextraccion_autoservicio
0.09
mtarjeta_master_consumo
0.09
cmobile_app_trx
0.09
Master_mfinanciacion_limite
0.08
Master_mlimitecompra
0.08
ctarjeta_visa_debitos_automaticos
0.08
ctarjeta_visa_transacciones
0.07
ctrx_quarter
0.07
ctarjeta_debito_transacciones
0.07
ccomisiones_mantenimiento
MISSING:
---
TOP CATEGORIES
1
4,058
51%
0
3,590
45%
2
182
2%
3
55
<1%
4
42
<1%
5
18
<1%
7
15
<1%
6
12
<1%
10
1
<1%
18
1
<1%
ALL
7,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccomisiones_mantenimiento
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
mcuenta_corriente_adicional
0.26
tcuentas
0.16
Visa_cadelantosefectivo
0.08
Master_cadelantosefectivo
0.08
Visa_madelantopesos
0.08
mtarjeta_master_descuentos
0.08
mpayroll2
0.07
minversion1_dolares
0.07
cpagodeservicios
0.07
mplazo_fijo_pesos
0.07

THESE FEATURES
GIVE INFORMATION
ON ccomisiones_mantenimiento:
tcuentas
0.02
tcallcenter
0.01
thomebanking
0.01
ccaja_ahorro
0.01
ctarjeta_debito
0.01
Visa_status
0.01
active_quarter
0.01
Master_status
0.00
ctarjeta_visa
0.00
internet
0.00
mdescubierto_preacordado
0.00
ccajas_depositos
0.00
ccajas_transacciones
0.00
cforex_sell
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccomisiones_mantenimiento
CORRELATION RATIO WITH...
mcomisiones_mantenimiento
0.87
mcomisiones
0.39
mcomisiones_otras
0.39
ccomisiones_otras
0.18
ccallcenter_transacciones
0.14
Visa_fechaalta
0.13
Master_fechaalta
0.13
cpayroll_trx
0.12
mrentabilidad
0.12
Visa_Fvencimiento
0.12
mcuenta_corriente
0.12
cextraccion_autoservicio
0.10
ctarjeta_debito_transacciones
0.10
cliente_antiguedad
0.09
mcomisiones_mantenimiento
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcomisiones
0.44
mcomisiones_otras
0.44
mrentabilidad
0.15
ccomisiones_otras
0.14
Master_fechaalta
0.13
Master_mlimitecompra
0.11
mrentabilidad_annual
0.11
Visa_mlimitecompra
0.10
Master_mfinanciacion_limite
0.10
Visa_fechaalta
0.10
Master_Fvencimiento
0.09
cproductos
0.09
Visa_mfinanciacion_limite
0.09
Visa_Finiciomora
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccomisiones_mantenimiento
0.87
tcuentas
0.08
ctarjeta_visa
0.07
mdescubierto_preacordado
0.06
ctarjeta_debito
0.06
active_quarter
0.06
tcallcenter
0.05
mcuenta_corriente_adicional
0.05
Visa_status
0.05
cpagodeservicios
0.04
ccajas_transacciones
0.04
Master_status
0.04
ctarjeta_master_debitos_automaticos
0.04
cprestamos_prendarios
0.04
MOST FREQUENT VALUES
0.0
3,697
46.4%
1361.45
2,260
28.3%
1923.24
817
10.2%
1199.0
247
3.1%
1720.19
183
2.3%
2619.44
179
2.2%
680.72
75
0.9%
-1361.45
50
0.6%
1089.25
44
0.6%
-1923.24
31
0.4%
961.62
30
0.4%
2344.83
29
0.4%
807.3
19
0.2%
-2722.91
16
0.2%
1207.7
14
0.2%
SMALLEST VALUES
-13097.21
1
<0.1%
-11539.47
1
<0.1%
-10982.55
1
<0.1%
-9616.23
3
<0.1%
-8076.88
1
<0.1%
-7858.32
1
<0.1%
-7692.98
5
<0.1%
-7692.04
1
<0.1%
-7072.24
1
<0.1%
-6807.29
3
<0.1%
-6565.63
1
<0.1%
-6153.63
1
<0.1%
-5994.36
2
<0.1%
-5769.73
2
<0.1%
-5446.29
2
<0.1%
LARGEST VALUES
3760.19
1
<0.1%
3485.58
1
<0.1%
3426.74
1
<0.1%
3159.0
1
<0.1%
3152.13
3
<0.1%
3063.99
2
<0.1%
3028.94
1
<0.1%
2999.45
1
<0.1%
2730.54
3
<0.1%
2619.44
179
2.2%
2527.49
7
<0.1%
2344.83
29
0.4%
2332.74
2
<0.1%
2129.69
1
<0.1%
2038.58
1
<0.1%
ccomisiones_otras
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctrx_quarter
0.43
cproductos
0.38
ctarjeta_visa_debitos_automaticos
0.33
ctarjeta_visa_transacciones
0.30
ccuenta_debitos_automaticos
0.25
ctarjeta_debito_transacciones
0.25
Master_cconsumos
0.24
mcomisiones_otras
0.23
mcomisiones
0.23
mttarjeta_visa_debitos_automaticos
0.23
chomebanking_transacciones
0.22
Visa_Finiciomora
-0.22
mautoservicio
0.22
cmobile_app_trx
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
active_quarter
0.40
cinversion1
0.32
thomebanking
0.30
internet
0.24
ctarjeta_master_debitos_automaticos
0.23
cseguro_accidentes_personales
0.22
tmobile_app
0.21
cseguro_vivienda
0.19
cseguro_vida
0.19
cforex
0.19
cforex_sell
0.18
ccomisiones_mantenimiento
0.18
ccajas_extracciones
0.15
mdescubierto_preacordado
0.14
MOST FREQUENT VALUES
0
2,366
29.7%
2
1,950
24.5%
4
1,428
17.9%
6
914
11.5%
8
543
6.8%
10
274
3.4%
12
147
1.8%
14
76
1.0%
16
39
0.5%
9
35
0.4%
13
29
0.4%
7
24
0.3%
5
23
0.3%
11
22
0.3%
18
19
0.2%
SMALLEST VALUES
0
2,366
29.7%
1
5
<0.1%
2
1,950
24.5%
3
14
0.2%
4
1,428
17.9%
5
23
0.3%
6
914
11.5%
7
24
0.3%
8
543
6.8%
9
35
0.4%
10
274
3.4%
11
22
0.3%
12
147
1.8%
13
29
0.4%
14
76
1.0%
LARGEST VALUES
172
1
<0.1%
70
1
<0.1%
68
1
<0.1%
55
1
<0.1%
49
1
<0.1%
31
1
<0.1%
27
1
<0.1%
25
1
<0.1%
24
1
<0.1%
23
2
<0.1%
22
3
<0.1%
21
6
<0.1%
20
9
0.1%
19
7
<0.1%
18
19
0.2%
mcomisiones_otras
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcomisiones
1.00
mcheques_emitidos_rechazados
0.72
ccheques_emitidos_rechazados
0.65
ccheques_emitidos
0.50
mcheques_emitidos
0.44
mcomisiones_mantenimiento
0.44
mrentabilidad
0.29
ccomisiones_otras
0.23
ctrx_quarter
0.21
mrentabilidad_annual
0.21
ctarjeta_visa_debitos_automaticos
0.17
Visa_cconsumos
0.17
mttarjeta_visa_debitos_automaticos
0.16
Visa_mconsumospesos
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccheques_depositados_rechazados
0.45
ccomisiones_mantenimiento
0.39
ccaja_ahorro
0.17
active_quarter
0.15
internet
0.10
cseguro_vivienda
0.09
ccaja_seguridad
0.09
thomebanking
0.08
tpaquete3
0.08
cseguro_auto
0.07
ctarjeta_master_debitos_automaticos
0.07
mdescubierto_preacordado
0.06
ccajas_extracciones
0.06
ccajas_depositos
0.06
MOST FREQUENT VALUES
0.0
2,373
29.8%
1221.91
673
8.4%
1726.11
219
2.7%
62.47
175
2.2%
1284.39
132
1.7%
1076.1
49
0.6%
2350.95
47
0.6%
1788.59
46
0.6%
1543.87
31
0.4%
6.98
27
0.3%
610.95
22
0.3%
-1221.91
21
0.3%
1228.89
19
0.2%
1606.35
16
0.2%
2413.42
13
0.2%
SMALLEST VALUES
-17368.63
1
<0.1%
-12307.96
1
<0.1%
-11754.74
1
<0.1%
-10356.67
1
<0.1%
-10275.79
1
<0.1%
-8630.56
3
<0.1%
-7249.0
1
<0.1%
-7052.85
1
<0.1%
-6904.45
4
<0.1%
-6900.78
1
<0.1%
-6834.21
1
<0.1%
-6488.31
1
<0.1%
-6109.54
1
<0.1%
-6047.06
2
<0.1%
-5228.64
1
<0.1%
LARGEST VALUES
88796.58
1
<0.1%
80201.16
1
<0.1%
64699.15
1
<0.1%
31309.29
1
<0.1%
25159.94
1
<0.1%
15091.83
1
<0.1%
13533.92
1
<0.1%
13456.93
1
<0.1%
11718.84
1
<0.1%
11453.24
1
<0.1%
10464.81
1
<0.1%
10386.49
1
<0.1%
10128.73
1
<0.1%
9862.74
1
<0.1%
8978.56
1
<0.1%
cforex
MISSING:
---
TOP CATEGORIES
0
7,603
95%
1
327
4%
2
33
<1%
3
8
<1%
4
2
<1%
5
1
<1%
ALL
7,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cforex
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
cforex_sell
0.86
cforex_buy
0.62
mplazo_fijo_pesos
0.32
ccajas_extracciones
0.08
mtarjeta_master_descuentos
0.06
minversion1_dolares
0.05
Visa_cadelantosefectivo
0.05
Visa_madelantopesos
0.05
ctarjeta_visa_descuentos
0.04
ccajeros_propios_descuentos
0.03

THESE FEATURES
GIVE INFORMATION
ON cforex:
cforex_sell
0.71
cforex_buy
0.19
ccajas_extracciones
0.07
thomebanking
0.06
tmobile_app
0.04
internet
0.04
ccajas_transacciones
0.03
mdescubierto_preacordado
0.02
ctarjeta_master
0.02
ctarjeta_visa
0.02
active_quarter
0.01
Visa_status
0.01
ccomisiones_mantenimiento
0.01
cplazo_fijo
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cforex
CORRELATION RATIO WITH...
mforex_sell
0.86
mforex_buy
0.85
ctrx_quarter
0.19
ccomisiones_otras
0.19
ctarjeta_debito_transacciones
0.17
chomebanking_transacciones
0.14
cmobile_app_trx
0.12
cpagomiscuentas
0.12
ctransferencias_recibidas
0.12
mautoservicio
0.11
ctransferencias_emitidas
0.11
Visa_cconsumos
0.11
cpayroll_trx
0.10
ctarjeta_visa_transacciones
0.09
cforex_buy
MISSING:
---
TOP CATEGORIES
0
7,888
99%
1
75
<1%
2
9
<1%
5
1
<1%
4
1
<1%
ALL
7,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cforex_buy
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
cforex
0.19
cforex_sell
0.02
ctarjeta_visa_descuentos
0.01
cseguro_auto
0.01
tcallcenter
0.01
cprestamos_hipotecarios
0.00
tmobile_app
0.00
internet
0.00
thomebanking
0.00
ccajas_extracciones
0.00

THESE FEATURES
GIVE INFORMATION
ON cforex_buy:
cforex
0.62
cforex_sell
0.05
tmobile_app
0.04
internet
0.04
thomebanking
0.04
tcallcenter
0.03
active_quarter
0.02
Master_status
0.01
Visa_status
0.01
mdescubierto_preacordado
0.01
ccaja_ahorro
0.01
cseguro_auto
0.01
cseguro_vida
0.01
ctarjeta_debito
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cforex_buy
CORRELATION RATIO WITH...
mforex_buy
0.87
Master_cconsumos
0.11
ctarjeta_master_transacciones
0.10
Visa_mpagosdolares
0.09
chomebanking_transacciones
0.06
ctarjeta_debito_transacciones
0.06
ccomisiones_otras
0.06
Visa_cconsumos
0.06
ccallcenter_transacciones
0.06
ctrx_quarter
0.05
cmobile_app_trx
0.05
ctarjeta_visa_transacciones
0.04
cliente_edad
0.04
Master_fechaalta
0.04
mforex_buy
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_cconsumos
0.11
ccomisiones_otras
0.06
cmobile_app_trx
0.05
cproductos
0.05
ctarjeta_master_transacciones
0.04
Visa_cconsumos
0.04
ctarjeta_visa_transacciones
0.04
ctransferencias_emitidas
0.03
ccallcenter_transacciones
0.03
ctrx_quarter
0.03
mcomisiones
0.03
mcomisiones_otras
0.03
ctarjeta_visa_debitos_automaticos
0.03
chomebanking_transacciones
0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cforex_buy
0.87
cforex
0.85
ctarjeta_master_debitos_automaticos
0.13
cseguro_auto
0.09
cseguro_vida
0.07
tcallcenter
0.04
cseguro_accidentes_personales
0.04
tmobile_app
0.03
ctarjeta_visa_descuentos
0.03
internet
0.02
thomebanking
0.02
ctarjeta_visa
0.02
ctarjeta_master
0.02
mdescubierto_preacordado
0.02
MOST FREQUENT VALUES
0.0
7,888
98.9%
2.34
4
<0.1%
1.17
2
<0.1%
23.4
2
<0.1%
45.43
1
<0.1%
5.26
1
<0.1%
218.79
1
<0.1%
1170.0
1
<0.1%
3.31
1
<0.1%
1.89
1
<0.1%
1.24
1
<0.1%
211.77
1
<0.1%
58.5
1
<0.1%
117.0
1
<0.1%
5.93
1
<0.1%
SMALLEST VALUES
0.0
7,888
98.9%
0.02
1
<0.1%
0.03
1
<0.1%
0.04
1
<0.1%
0.23
1
<0.1%
1.17
2
<0.1%
1.18
1
<0.1%
1.24
1
<0.1%
1.28
1
<0.1%
1.33
1
<0.1%
1.35
1
<0.1%
1.36
1
<0.1%
1.42
1
<0.1%
1.43
1
<0.1%
1.48
1
<0.1%
LARGEST VALUES
2340.0
1
<0.1%
1170.0
1
<0.1%
463.34
1
<0.1%
403.65
1
<0.1%
351.0
1
<0.1%
292.5
1
<0.1%
218.79
1
<0.1%
211.77
1
<0.1%
177.31
1
<0.1%
175.5
1
<0.1%
169.65
1
<0.1%
117.7
1
<0.1%
117.0
1
<0.1%
109.28
1
<0.1%
77.88
1
<0.1%
cforex_sell
MISSING:
---
TOP CATEGORIES
0
7,669
96%
1
287
4%
2
13
<1%
3
5
<1%
ALL
7,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cforex_sell
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
cforex
0.71
mplazo_fijo_pesos
0.33
ccajas_extracciones
0.08
mtarjeta_master_descuentos
0.06
minversion1_dolares
0.05
Visa_cadelantosefectivo
0.05
Visa_madelantopesos
0.05
cforex_buy
0.05
ccajeros_propios_descuentos
0.03
cplazo_fijo
0.03

THESE FEATURES
GIVE INFORMATION
ON cforex_sell:
cforex
0.86
ccajas_extracciones
0.09
thomebanking
0.06
tmobile_app
0.04
ccajas_transacciones
0.04
internet
0.03
ctarjeta_master
0.03
mdescubierto_preacordado
0.03
ctarjeta_visa
0.03
cforex_buy
0.02
Visa_status
0.02
ccomisiones_mantenimiento
0.02
cplazo_fijo
0.02
active_quarter
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cforex_sell
CORRELATION RATIO WITH...
mforex_sell
0.94
ctrx_quarter
0.20
ccomisiones_otras
0.18
ctarjeta_debito_transacciones
0.18
chomebanking_transacciones
0.14
ctransferencias_recibidas
0.13
mautoservicio
0.13
cpagomiscuentas
0.13
cmobile_app_trx
0.12
ctransferencias_emitidas
0.11
cpayroll_trx
0.11
Visa_cconsumos
0.11
ctarjeta_visa_transacciones
0.09
cextraccion_autoservicio
0.09
mforex_sell
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctrx_quarter
0.20
ccomisiones_otras
0.18
ctarjeta_debito_transacciones
0.18
mautoservicio
0.14
Visa_Finiciomora
-0.14
ctransferencias_recibidas
0.13
cpagomiscuentas
0.13
chomebanking_transacciones
0.13
cmobile_app_trx
0.12
ctransferencias_emitidas
0.12
cpayroll_trx
0.10
cextraccion_autoservicio
0.09
ctarjeta_visa_transacciones
0.09
Master_cconsumos
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cforex_sell
0.94
cforex
0.86
ccajas_extracciones
0.25
tmobile_app
0.13
ccajas_transacciones
0.13
thomebanking
0.13
cplazo_fijo
0.11
internet
0.10
ctarjeta_master
0.10
ctarjeta_visa
0.09
mdescubierto_preacordado
0.09
ccomisiones_mantenimiento
0.08
ctarjeta_master_descuentos
0.07
ccajas_depositos
0.06
MOST FREQUENT VALUES
0.0
7,669
96.2%
234.0
243
3.0%
1.17
8
0.1%
117.0
6
<0.1%
175.5
4
<0.1%
11.7
4
<0.1%
228.15
3
<0.1%
23.4
3
<0.1%
58.5
3
<0.1%
232.83
3
<0.1%
17.55
2
<0.1%
210.6
2
<0.1%
2.24
2
<0.1%
35.1
2
<0.1%
233.71
1
<0.1%
SMALLEST VALUES
0.0
7,669
96.2%
1.17
8
0.1%
1.21
1
<0.1%
1.4
1
<0.1%
1.43
1
<0.1%
1.74
1
<0.1%
1.75
1
<0.1%
1.96
1
<0.1%
2.11
1
<0.1%
2.24
2
<0.1%
4.37
1
<0.1%
7.78
1
<0.1%
11.7
4
<0.1%
15.21
1
<0.1%
17.55
2
<0.1%
LARGEST VALUES
234.0
243
3.0%
233.97
1
<0.1%
233.77
1
<0.1%
233.71
1
<0.1%
232.83
3
<0.1%
231.66
1
<0.1%
228.15
3
<0.1%
222.3
1
<0.1%
220.9
1
<0.1%
210.6
2
<0.1%
175.5
4
<0.1%
138.02
1
<0.1%
117.0
6
<0.1%
61.71
1
<0.1%
58.5
3
<0.1%
ctransferencias_recibidas
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctransferencias_emitidas
0.53
ctrx_quarter
0.45
mtransferencias_emitidas
0.36
cmobile_app_trx
0.30
mextraccion_autoservicio
0.29
matm
0.29
catm_trx
0.25
cextraccion_autoservicio
0.25
mtransferencias_recibidas
0.24
Master_mconsumospesos
0.22
Master_mconsumototal
0.22
mautoservicio
0.21
cpagomiscuentas
0.21
ctarjeta_debito_transacciones
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
thomebanking
0.15
cforex_sell
0.13
cforex
0.12
ccajas_extracciones
0.12
tmobile_app
0.11
ccajeros_propios_descuentos
0.10
ctarjeta_debito
0.09
internet
0.09
active_quarter
0.09
ccaja_ahorro
0.08
ctarjeta_visa
0.08
tpaquete1
0.08
mdescubierto_preacordado
0.07
ctarjeta_master_debitos_automaticos
0.07
MOST FREQUENT VALUES
0
5,118
64.2%
1
1,408
17.7%
2
672
8.4%
3
277
3.5%
4
175
2.2%
5
103
1.3%
6
53
0.7%
7
37
0.5%
8
25
0.3%
10
16
0.2%
9
16
0.2%
11
11
0.1%
12
8
0.1%
13
6
<0.1%
17
6
<0.1%
SMALLEST VALUES
0
5,118
64.2%
1
1,408
17.7%
2
672
8.4%
3
277
3.5%
4
175
2.2%
5
103
1.3%
6
53
0.7%
7
37
0.5%
8
25
0.3%
9
16
0.2%
10
16
0.2%
11
11
0.1%
12
8
0.1%
13
6
<0.1%
14
3
<0.1%
LARGEST VALUES
92
1
<0.1%
84
1
<0.1%
80
1
<0.1%
74
1
<0.1%
71
2
<0.1%
70
1
<0.1%
60
1
<0.1%
55
1
<0.1%
48
1
<0.1%
42
1
<0.1%
39
1
<0.1%
36
1
<0.1%
34
1
<0.1%
33
1
<0.1%
28
2
<0.1%
mtransferencias_recibidas
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mpayroll
0.79
mcuentas_saldo
0.60
ctransferencias_recibidas
0.24
Master_Finiciomora
-0.22
mpasivos_margen
0.22
mcaja_ahorro
0.20
matm
0.19
mextraccion_autoservicio
0.19
mpagodeservicios
0.16
mtransferencias_emitidas
0.16
catm_trx
0.15
ctrx_quarter
0.15
Master_mconsumospesos
0.14
Master_mconsumototal
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cpagodeservicios
0.17
cinversion1
0.11
minversion1_dolares
0.07
ccaja_seguridad
0.06
ccajas_extracciones
0.04
ctarjeta_visa
0.04
thomebanking
0.04
tmobile_app
0.03
ctarjeta_master_debitos_automaticos
0.03
ccomisiones_mantenimiento
0.03
mdescubierto_preacordado
0.03
cprestamos_prendarios
0.03
ccajeros_propios_descuentos
0.02
Visa_status
0.02
MOST FREQUENT VALUES
0.0
5,118
64.2%
11700.0
71
0.9%
5850.0
59
0.7%
2340.0
48
0.6%
3510.0
39
0.5%
1170.0
37
0.5%
7020.0
36
0.5%
23400.0
32
0.4%
4680.0
30
0.4%
9360.0
28
0.4%
1755.0
24
0.3%
8190.0
23
0.3%
2925.0
23
0.3%
17550.0
21
0.3%
117.0
20
0.3%
SMALLEST VALUES
0.0
5,118
64.2%
0.01
1
<0.1%
0.02
1
<0.1%
0.05
1
<0.1%
0.08
1
<0.1%
0.38
1
<0.1%
0.64
1
<0.1%
0.77
1
<0.1%
0.91
1
<0.1%
1.42
1
<0.1%
1.75
1
<0.1%
4.01
1
<0.1%
4.35
1
<0.1%
5.73
1
<0.1%
5.85
2
<0.1%
LARGEST VALUES
24597415.98
1
<0.1%
11411479.97
1
<0.1%
7322145.35
1
<0.1%
5841102.15
1
<0.1%
5210674.05
1
<0.1%
4311157.5
1
<0.1%
3247172.87
1
<0.1%
2752433.42
1
<0.1%
2523010.17
1
<0.1%
2398500.0
1
<0.1%
2389650.43
1
<0.1%
2302560.0
1
<0.1%
2101320.0
1
<0.1%
1801831.64
1
<0.1%
1375278.84
1
<0.1%
ctransferencias_emitidas
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mtransferencias_emitidas
0.78
ctrx_quarter
0.58
matm
0.57
mextraccion_autoservicio
0.57
ctransferencias_recibidas
0.53
cmobile_app_trx
0.52
catm_trx
0.43
cextraccion_autoservicio
0.40
mautoservicio
0.25
Master_mconsumospesos
0.24
Master_mconsumototal
0.24
ctarjeta_debito_transacciones
0.22
Master_cconsumos
0.21
Master_mpagospesos
-0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajeros_propios_descuentos
0.18
ctarjeta_debito
0.16
ccajas_extracciones
0.15
cforex_sell
0.11
cforex
0.11
tmobile_app
0.11
thomebanking
0.10
ccajas_transacciones
0.09
tcallcenter
0.09
ccajas_depositos
0.08
internet
0.06
ctarjeta_visa
0.06
active_quarter
0.06
ccomisiones_mantenimiento
0.06
MOST FREQUENT VALUES
0
6,517
81.7%
1
592
7.4%
2
285
3.6%
3
160
2.0%
4
106
1.3%
5
79
1.0%
6
46
0.6%
7
43
0.5%
8
27
0.3%
9
26
0.3%
10
19
0.2%
11
17
0.2%
12
12
0.2%
13
6
<0.1%
14
5
<0.1%
SMALLEST VALUES
0
6,517
81.7%
1
592
7.4%
2
285
3.6%
3
160
2.0%
4
106
1.3%
5
79
1.0%
6
46
0.6%
7
43
0.5%
8
27
0.3%
9
26
0.3%
10
19
0.2%
11
17
0.2%
12
12
0.2%
13
6
<0.1%
14
5
<0.1%
LARGEST VALUES
289
1
<0.1%
214
1
<0.1%
94
1
<0.1%
77
1
<0.1%
71
1
<0.1%
50
1
<0.1%
48
1
<0.1%
32
1
<0.1%
31
2
<0.1%
30
1
<0.1%
29
1
<0.1%
26
1
<0.1%
25
1
<0.1%
23
2
<0.1%
22
1
<0.1%
mtransferencias_emitidas
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctransferencias_emitidas
0.78
matm
0.51
mextraccion_autoservicio
0.50
ctrx_quarter
0.45
cmobile_app_trx
0.40
catm_trx
0.37
ctransferencias_recibidas
0.36
cextraccion_autoservicio
0.33
mautoservicio
0.24
mpasivos_margen
0.21
mcaja_ahorro
0.20
mpagodeservicios
0.17
chomebanking_transacciones
0.16
ctarjeta_debito_transacciones
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cpagodeservicios
0.17
ccajeros_propios_descuentos
0.15
ccajas_extracciones
0.13
ccajas_transacciones
0.09
ccajas_depositos
0.09
thomebanking
0.08
tmobile_app
0.08
ctarjeta_visa
0.07
cforex_sell
0.06
tcallcenter
0.06
cinversion2
0.06
cforex
0.06
ctarjeta_debito
0.06
ctarjeta_visa_descuentos
0.05
MOST FREQUENT VALUES
0.0
6,517
81.7%
2340.0
14
0.2%
23400.0
14
0.2%
11700.0
14
0.2%
5850.0
12
0.2%
234.0
11
0.1%
1170.0
10
0.1%
3510.0
9
0.1%
1755.0
9
0.1%
4680.0
8
0.1%
7020.0
8
0.1%
585.0
8
0.1%
14040.0
7
<0.1%
35100.0
7
<0.1%
17550.0
6
<0.1%
SMALLEST VALUES
0.0
6,517
81.7%
0.01
3
<0.1%
0.03
1
<0.1%
0.04
2
<0.1%
0.05
1
<0.1%
0.08
1
<0.1%
0.11
1
<0.1%
0.12
2
<0.1%
0.16
1
<0.1%
0.19
1
<0.1%
0.23
1
<0.1%
0.38
1
<0.1%
0.4
1
<0.1%
0.46
2
<0.1%
0.56
1
<0.1%
LARGEST VALUES
8208367.36
1
<0.1%
5562919.79
1
<0.1%
4236181.5
1
<0.1%
4013100.0
1
<0.1%
3048651.14
1
<0.1%
2925000.0
1
<0.1%
2356061.05
1
<0.1%
1343973.64
1
<0.1%
1295441.55
1
<0.1%
1254247.06
1
<0.1%
1223975.82
1
<0.1%
1223975.61
1
<0.1%
1167950.16
1
<0.1%
1092920.41
1
<0.1%
1048692.92
1
<0.1%
cextraccion_autoservicio
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
catm_trx
0.90
mextraccion_autoservicio
0.75
matm
0.70
catm_trx_other
0.54
ctrx_quarter
0.50
ctransferencias_emitidas
0.40
matm_other
0.40
mtransferencias_emitidas
0.33
ctarjeta_debito_transacciones
0.31
cmobile_app_trx
0.31
mautoservicio
0.30
ctransferencias_recibidas
0.25
mpasivos_margen
0.21
cpayroll_trx
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccaja_ahorro
0.14
ccajas_extracciones
0.13
active_quarter
0.13
tmobile_app
0.12
thomebanking
0.12
tpaquete4
0.12
ccomisiones_mantenimiento
0.10
mtarjeta_master_descuentos
0.09
cpagodeservicios
0.09
cforex_sell
0.09
cforex
0.09
internet
0.08
ccajeros_propios_descuentos
0.08
ctarjeta_visa
0.08
MOST FREQUENT VALUES
0
7,188
90.1%
1
223
2.8%
2
160
2.0%
3
99
1.2%
4
72
0.9%
5
50
0.6%
6
48
0.6%
7
33
0.4%
9
20
0.3%
8
19
0.2%
10
13
0.2%
13
9
0.1%
11
9
0.1%
15
7
<0.1%
14
4
<0.1%
SMALLEST VALUES
0
7,188
90.1%
1
223
2.8%
2
160
2.0%
3
99
1.2%
4
72
0.9%
5
50
0.6%
6
48
0.6%
7
33
0.4%
8
19
0.2%
9
20
0.3%
10
13
0.2%
11
9
0.1%
12
3
<0.1%
13
9
0.1%
14
4
<0.1%
LARGEST VALUES
51
1
<0.1%
46
1
<0.1%
40
1
<0.1%
36
1
<0.1%
33
1
<0.1%
32
1
<0.1%
30
1
<0.1%
28
1
<0.1%
27
1
<0.1%
21
2
<0.1%
19
4
<0.1%
18
2
<0.1%
15
7
<0.1%
14
4
<0.1%
13
9
0.1%
mextraccion_autoservicio
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
matm
0.98
catm_trx
0.78
cextraccion_autoservicio
0.75
ctransferencias_emitidas
0.57
mtransferencias_emitidas
0.50
ctrx_quarter
0.42
cmobile_app_trx
0.34
ctransferencias_recibidas
0.29
mautoservicio
0.26
matm_other
0.24
mpasivos_margen
0.20
mtransferencias_recibidas
0.19
catm_trx_other
0.19
ctarjeta_debito_transacciones
0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajeros_propios_descuentos
0.13
ccajas_extracciones
0.11
thomebanking
0.08
active_quarter
0.08
cpagodeservicios
0.08
ctarjeta_visa
0.08
tmobile_app
0.08
ccomisiones_mantenimiento
0.07
ccaja_ahorro
0.07
cforex_sell
0.06
cplazo_fijo
0.06
cforex
0.06
tcallcenter
0.06
ccajas_depositos
0.05
MOST FREQUENT VALUES
0.0
7,188
90.1%
11700.0
40
0.5%
5850.0
30
0.4%
2340.0
30
0.4%
17550.0
27
0.3%
9360.0
17
0.2%
23400.0
14
0.2%
3510.0
14
0.2%
58500.0
13
0.2%
35100.0
13
0.2%
1170.0
12
0.2%
29250.0
11
0.1%
7020.0
11
0.1%
46800.0
11
0.1%
1755.0
10
0.1%
SMALLEST VALUES
0.0
7,188
90.1%
117.0
4
<0.1%
234.0
2
<0.1%
351.0
1
<0.1%
468.0
4
<0.1%
585.0
8
0.1%
702.0
2
<0.1%
819.0
4
<0.1%
936.0
1
<0.1%
1053.0
1
<0.1%
1170.0
12
0.2%
1287.0
2
<0.1%
1404.0
1
<0.1%
1521.0
1
<0.1%
1638.0
2
<0.1%
LARGEST VALUES
1277448.12
1
<0.1%
1246050.0
1
<0.1%
725049.0
1
<0.1%
631800.0
1
<0.1%
414180.0
1
<0.1%
351000.0
1
<0.1%
310050.0
1
<0.1%
285351.41
1
<0.1%
284947.65
1
<0.1%
270199.8
1
<0.1%
265590.0
1
<0.1%
253890.0
1
<0.1%
252328.82
1
<0.1%
249561.0
1
<0.1%
237371.94
1
<0.1%
ccheques_depositados
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcheques_depositados
0.71
mcheques_emitidos
0.31
mcheques_depositados_rechazados
0.26
ccheques_emitidos
0.21
mpasivos_margen
0.18
mcaja_ahorro
0.18
mautoservicio
0.15
ctrx_quarter
0.15
catm_trx
0.13
ctarjeta_debito_transacciones
0.12
mrentabilidad_annual
0.11
ccajas_consultas
0.11
cextraccion_autoservicio
0.11
mttarjeta_visa_debitos_automaticos
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccheques_depositados_rechazados
0.35
ccajas_depositos
0.33
ccajas_extracciones
0.22
cseguro_auto
0.18
tpaquete1
0.09
ccaja_ahorro
0.08
ccaja_seguridad
0.07
ccajas_transacciones
0.05
cprestamos_prendarios
0.05
ccomisiones_mantenimiento
0.04
tpaquete3
0.03
tmobile_app
0.03
ctarjeta_debito
0.03
active_quarter
0.03
MOST FREQUENT VALUES
0
7,921
99.3%
1
28
0.4%
2
7
<0.1%
4
6
<0.1%
3
6
<0.1%
6
1
<0.1%
7
1
<0.1%
8
1
<0.1%
16
1
<0.1%
5
1
<0.1%
10
1
<0.1%
SMALLEST VALUES
0
7,921
99.3%
1
28
0.4%
2
7
<0.1%
3
6
<0.1%
4
6
<0.1%
5
1
<0.1%
6
1
<0.1%
7
1
<0.1%
8
1
<0.1%
10
1
<0.1%
16
1
<0.1%
LARGEST VALUES
16
1
<0.1%
10
1
<0.1%
8
1
<0.1%
7
1
<0.1%
6
1
<0.1%
5
1
<0.1%
4
6
<0.1%
3
6
<0.1%
2
7
<0.1%
1
28
0.4%
0
7,921
99.3%
mcheques_depositados
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ccheques_depositados
0.71
mcheques_depositados_rechazados
0.37
mcheques_emitidos
0.25
ccheques_emitidos
0.19
ccajas_consultas
0.16
mautoservicio
0.16
mpasivos_margen
0.15
cmobile_app_trx
0.14
ctrx_quarter
0.14
mcaja_ahorro
0.14
ctarjeta_debito_transacciones
0.13
mtransferencias_emitidas
0.13
mrentabilidad_annual
0.12
catm_trx
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccheques_depositados_rechazados
0.43
ccajas_depositos
0.42
ccajas_extracciones
0.33
cseguro_auto
0.11
cprestamos_prendarios
0.08
tpaquete1
0.08
ccaja_ahorro
0.06
ccajas_transacciones
0.05
Master_delinquency
0.05
ccomisiones_mantenimiento
0.05
tpaquete3
0.04
cseguro_accidentes_personales
0.03
ccaja_seguridad
0.03
Visa_delinquency
0.03
MOST FREQUENT VALUES
0.0
7,921
99.3%
17550.0
2
<0.1%
117000.0
2
<0.1%
102527.1
1
<0.1%
16431.48
1
<0.1%
1462058.17
1
<0.1%
936000.0
1
<0.1%
24581.66
1
<0.1%
417534.86
1
<0.1%
18720.0
1
<0.1%
172193.22
1
<0.1%
160488.9
1
<0.1%
14625.0
1
<0.1%
388967.67
1
<0.1%
1329.35
1
<0.1%
SMALLEST VALUES
0.0
7,921
99.3%
1329.35
1
<0.1%
1894.32
1
<0.1%
2340.0
1
<0.1%
2386.8
1
<0.1%
3387.15
1
<0.1%
4095.0
1
<0.1%
4481.1
1
<0.1%
4680.0
1
<0.1%
8073.0
1
<0.1%
8761.48
1
<0.1%
11700.0
1
<0.1%
12448.8
1
<0.1%
14299.74
1
<0.1%
14625.0
1
<0.1%
LARGEST VALUES
1462058.17
1
<0.1%
936000.0
1
<0.1%
881812.62
1
<0.1%
524078.1
1
<0.1%
472861.99
1
<0.1%
418778.17
1
<0.1%
417534.86
1
<0.1%
388967.67
1
<0.1%
370890.0
1
<0.1%
198743.94
1
<0.1%
187200.0
1
<0.1%
172193.22
1
<0.1%
160488.9
1
<0.1%
127667.65
1
<0.1%
117000.0
2
<0.1%
ccheques_emitidos
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcheques_emitidos
0.80
ccheques_emitidos_rechazados
0.78
mcheques_emitidos_rechazados
0.69
mcomisiones
0.50
mcomisiones_otras
0.50
ctrx_quarter
0.25
ccheques_depositados
0.21
mcheques_depositados
0.19
mrentabilidad_annual
0.16
mrentabilidad
0.16
mpasivos_margen
0.13
mpagodeservicios
0.13
Master_Finiciomora
-0.12
mcaja_ahorro
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccheques_depositados_rechazados
0.45
ccajas_depositos
0.43
ccaja_ahorro
0.25
cpagodeservicios
0.14
cprestamos_prendarios
0.11
cseguro_auto
0.10
tpaquete3
0.08
tpaquete1
0.07
cseguro_vivienda
0.06
ctarjeta_debito
0.05
Master_status
0.05
ccomisiones_mantenimiento
0.04
ctarjeta_master_debitos_automaticos
0.04
Visa_status
0.04
MOST FREQUENT VALUES
0
7,902
99.1%
1
27
0.3%
2
14
0.2%
4
8
0.1%
3
4
<0.1%
7
3
<0.1%
9
2
<0.1%
13
2
<0.1%
18
2
<0.1%
6
2
<0.1%
15
1
<0.1%
40
1
<0.1%
16
1
<0.1%
22
1
<0.1%
20
1
<0.1%
SMALLEST VALUES
0
7,902
99.1%
1
27
0.3%
2
14
0.2%
3
4
<0.1%
4
8
0.1%
5
1
<0.1%
6
2
<0.1%
7
3
<0.1%
9
2
<0.1%
13
2
<0.1%
15
1
<0.1%
16
1
<0.1%
17
1
<0.1%
18
2
<0.1%
20
1
<0.1%
LARGEST VALUES
61
1
<0.1%
40
1
<0.1%
22
1
<0.1%
20
1
<0.1%
18
2
<0.1%
17
1
<0.1%
16
1
<0.1%
15
1
<0.1%
13
2
<0.1%
9
2
<0.1%
7
3
<0.1%
6
2
<0.1%
5
1
<0.1%
4
8
0.1%
3
4
<0.1%
mcheques_emitidos
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ccheques_emitidos
0.80
mcheques_emitidos_rechazados
0.57
ccheques_emitidos_rechazados
0.53
mpagodeservicios
0.47
mcomisiones
0.44
mcomisiones_otras
0.44
ccheques_depositados
0.31
mpasivos_margen
0.31
mcheques_depositados
0.25
ctrx_quarter
0.24
mrentabilidad_annual
0.23
mcaja_ahorro
0.22
mrentabilidad
0.18
mautoservicio
0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cpagodeservicios
0.50
ccheques_depositados_rechazados
0.38
cseguro_auto
0.25
ccajas_depositos
0.22
ccaja_ahorro
0.14
tpaquete1
0.13
cprestamos_prendarios
0.09
ctarjeta_visa
0.07
cseguro_vivienda
0.06
ccomisiones_mantenimiento
0.06
tpaquete3
0.06
ctarjeta_debito
0.06
ccaja_seguridad
0.05
ccajas_extracciones
0.04
MOST FREQUENT VALUES
0.0
7,902
99.1%
14040.0
2
<0.1%
23400.0
2
<0.1%
11700.0
2
<0.1%
7605.0
1
<0.1%
307915.54
1
<0.1%
69992.91
1
<0.1%
163843.29
1
<0.1%
28782.0
1
<0.1%
939510.0
1
<0.1%
14625.0
1
<0.1%
240435.0
1
<0.1%
35100.0
1
<0.1%
13806.0
1
<0.1%
26676.0
1
<0.1%
SMALLEST VALUES
0.0
7,902
99.1%
2223.0
1
<0.1%
5850.0
1
<0.1%
7312.5
1
<0.1%
7452.9
1
<0.1%
7573.7
1
<0.1%
7605.0
1
<0.1%
8394.75
1
<0.1%
9430.2
1
<0.1%
11700.0
2
<0.1%
11817.0
1
<0.1%
12097.8
1
<0.1%
13806.0
1
<0.1%
14040.0
2
<0.1%
14519.7
1
<0.1%
LARGEST VALUES
1742401.6
1
<0.1%
1728982.71
1
<0.1%
1318323.24
1
<0.1%
939510.0
1
<0.1%
734009.38
1
<0.1%
728999.8
1
<0.1%
705945.24
1
<0.1%
645077.92
1
<0.1%
545092.3
1
<0.1%
410904.0
1
<0.1%
349859.25
1
<0.1%
321750.0
1
<0.1%
310050.0
1
<0.1%
307915.54
1
<0.1%
240435.0
1
<0.1%
ccheques_depositados_rechazados
MISSING:
---
TOP CATEGORIES
0
7,953
>99%
1
13
<1%
2
6
<1%
8
1
<1%
3
1
<1%
ALL
7,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccheques_depositados_rechazados
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
ccajeros_propios_descuentos
0.04
ccajas_depositos
0.02
ccajas_extracciones
0.01
tpaquete3
0.00
ccaja_ahorro
0.00
Master_delinquency
0.00
ctarjeta_master_debitos_automaticos
0.00
cforex_sell
0.00
tmobile_app
0.00
cforex
0.00

THESE FEATURES
GIVE INFORMATION
ON ccheques_depositados_rechazados:
ccajas_depositos
0.13
ctarjeta_debito
0.08
tmobile_app
0.07
ccaja_ahorro
0.07
ccajas_extracciones
0.06
Master_status
0.06
ccajeros_propios_descuentos
0.04
ccomisiones_mantenimiento
0.04
mdescubierto_preacordado
0.04
internet
0.04
ctarjeta_master_debitos_automaticos
0.03
ccajas_transacciones
0.03
cseguro_vida
0.03
tpaquete3
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccheques_depositados_rechazados
CORRELATION RATIO WITH...
mcheques_depositados_rechazados
0.89
mcheques_emitidos_rechazados
0.64
ccheques_emitidos_rechazados
0.54
ccheques_emitidos
0.45
mcomisiones
0.45
mcomisiones_otras
0.45
mcheques_depositados
0.43
mcheques_emitidos
0.38
ccheques_depositados
0.35
ccajas_consultas
0.35
ctrx_quarter
0.16
mcajeros_propios_descuentos
0.13
mrentabilidad
0.12
mrentabilidad_annual
0.11
mcheques_depositados_rechazados
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcheques_depositados
0.37
ccajas_consultas
0.31
ccheques_depositados
0.26
mcajeros_propios_descuentos
0.17
mcheques_emitidos_rechazados
0.13
Master_Finiciomora
-0.12
cpagomiscuentas
0.09
mcomisiones
0.08
mcomisiones_otras
0.08
ccheques_emitidos_rechazados
0.08
mcheques_emitidos
0.08
ctrx_quarter
0.07
ccheques_emitidos
0.06
Visa_Finiciomora
-0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccheques_depositados_rechazados
0.89
ccajas_depositos
0.82
ccajeros_propios_descuentos
0.51
ccajas_extracciones
0.27
ccomisiones_mantenimiento
0.06
cforex_sell
0.04
ccaja_ahorro
0.04
ccajas_transacciones
0.04
cforex
0.04
cseguro_vida
0.02
ctarjeta_master
0.02
internet
0.02
ctarjeta_debito
0.02
thomebanking
0.01
MOST FREQUENT VALUES
0.0
7,953
99.7%
23400.0
3
<0.1%
46800.0
1
<0.1%
585000.0
1
<0.1%
32042.15
1
<0.1%
16380.0
1
<0.1%
35228.7
1
<0.1%
161460.0
1
<0.1%
58375.98
1
<0.1%
29250.0
1
<0.1%
11700.0
1
<0.1%
80730.0
1
<0.1%
18989.1
1
<0.1%
936000.0
1
<0.1%
9360.0
1
<0.1%
SMALLEST VALUES
0.0
7,953
99.7%
2421.9
1
<0.1%
9360.0
1
<0.1%
11700.0
1
<0.1%
11793.6
1
<0.1%
16380.0
1
<0.1%
17550.0
1
<0.1%
18989.1
1
<0.1%
23400.0
3
<0.1%
29250.0
1
<0.1%
32042.15
1
<0.1%
35228.7
1
<0.1%
46800.0
1
<0.1%
50310.0
1
<0.1%
58375.98
1
<0.1%
LARGEST VALUES
936000.0
1
<0.1%
585000.0
1
<0.1%
179244.0
1
<0.1%
161460.0
1
<0.1%
80730.0
1
<0.1%
58375.98
1
<0.1%
50310.0
1
<0.1%
46800.0
1
<0.1%
35228.7
1
<0.1%
32042.15
1
<0.1%
29250.0
1
<0.1%
23400.0
3
<0.1%
18989.1
1
<0.1%
17550.0
1
<0.1%
16380.0
1
<0.1%
ccheques_emitidos_rechazados
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcheques_emitidos_rechazados
0.91
ccheques_emitidos
0.78
mcomisiones
0.65
mcomisiones_otras
0.65
mcheques_emitidos
0.53
mrentabilidad
0.17
ctrx_quarter
0.15
mrentabilidad_annual
0.11
Master_Finiciomora
-0.10
mcheques_depositados_rechazados
0.08
Visa_msaldopesos
0.06
Visa_msaldototal
0.06
Visa_cconsumos
0.06
Master_msaldopesos
0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccheques_depositados_rechazados
0.54
ccaja_ahorro
0.34
tpaquete3
0.08
ccajas_depositos
0.07
ctarjeta_debito
0.04
ctarjeta_visa
0.03
mdescubierto_preacordado
0.03
ctarjeta_master
0.03
tmobile_app
0.03
Master_status
0.03
internet
0.02
Visa_status
0.02
active_quarter
0.02
ctarjeta_master_debitos_automaticos
0.01
MOST FREQUENT VALUES
0
7,933
99.5%
1
15
0.2%
2
12
0.2%
4
3
<0.1%
5
3
<0.1%
3
3
<0.1%
63
1
<0.1%
17
1
<0.1%
19
1
<0.1%
8
1
<0.1%
10
1
<0.1%
SMALLEST VALUES
0
7,933
99.5%
1
15
0.2%
2
12
0.2%
3
3
<0.1%
4
3
<0.1%
5
3
<0.1%
8
1
<0.1%
10
1
<0.1%
17
1
<0.1%
19
1
<0.1%
63
1
<0.1%
LARGEST VALUES
63
1
<0.1%
19
1
<0.1%
17
1
<0.1%
10
1
<0.1%
8
1
<0.1%
5
3
<0.1%
4
3
<0.1%
3
3
<0.1%
2
12
0.2%
1
15
0.2%
0
7,933
99.5%
mcheques_emitidos_rechazados
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ccheques_emitidos_rechazados
0.91
mcomisiones
0.72
mcomisiones_otras
0.72
ccheques_emitidos
0.69
mcheques_emitidos
0.57
mrentabilidad
0.20
ctrx_quarter
0.15
mcheques_depositados_rechazados
0.13
mrentabilidad_annual
0.12
Visa_cconsumos
0.06
Master_Finiciomora
-0.05
ctarjeta_visa_debitos_automaticos
0.04
Visa_msaldopesos
0.04
Visa_msaldototal
0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccheques_depositados_rechazados
0.64
ccaja_ahorro
0.26
tpaquete3
0.08
ctarjeta_debito
0.04
ccajas_depositos
0.04
ctarjeta_visa
0.04
ctarjeta_master
0.03
Master_status
0.03
mdescubierto_preacordado
0.03
internet
0.03
cseguro_vivienda
0.02
tmobile_app
0.02
Visa_status
0.02
cseguro_vida
0.02
MOST FREQUENT VALUES
0.0
7,933
99.5%
23400.0
3
<0.1%
11700.0
2
<0.1%
14519.7
1
<0.1%
998010.0
1
<0.1%
51480.0
1
<0.1%
59714.46
1
<0.1%
233572.89
1
<0.1%
28665.0
1
<0.1%
17550.0
1
<0.1%
72540.0
1
<0.1%
35100.0
1
<0.1%
33228.0
1
<0.1%
43290.0
1
<0.1%
68494.14
1
<0.1%
SMALLEST VALUES
0.0
7,933
99.5%
5265.0
1
<0.1%
9067.5
1
<0.1%
9430.2
1
<0.1%
11700.0
2
<0.1%
11817.0
1
<0.1%
12097.8
1
<0.1%
14519.7
1
<0.1%
14905.8
1
<0.1%
17550.0
1
<0.1%
23400.0
3
<0.1%
26442.0
1
<0.1%
26676.0
1
<0.1%
27050.4
1
<0.1%
28080.0
1
<0.1%
LARGEST VALUES
1336633.74
1
<0.1%
998010.0
1
<0.1%
789716.59
1
<0.1%
410904.0
1
<0.1%
321750.0
1
<0.1%
233572.89
1
<0.1%
231071.49
1
<0.1%
169065.0
1
<0.1%
167614.2
1
<0.1%
148590.0
1
<0.1%
134550.0
1
<0.1%
120627.0
1
<0.1%
72540.0
1
<0.1%
68494.14
1
<0.1%
62010.0
1
<0.1%
tcallcenter
MISSING:
---
TOP CATEGORIES
0
6,872
86%
1
1,102
14%
ALL
7,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
tcallcenter
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
Master_madelantopesos
0.10
Master_cadelantosefectivo
0.10
thomebanking
0.08
mtarjeta_master_descuentos
0.08
Visa_madelantopesos
0.07
Visa_cadelantosefectivo
0.05
minversion1_dolares
0.04
internet
0.04
cforex_buy
0.03
active_quarter
0.03

THESE FEATURES
GIVE INFORMATION
ON tcallcenter:
thomebanking
0.13
internet
0.07
active_quarter
0.05
Visa_status
0.04
Master_status
0.04
tmobile_app
0.03
ccomisiones_mantenimiento
0.02
ccajas_transacciones
0.01
ccajas_extracciones
0.01
mdescubierto_preacordado
0.01
cforex
0.01
cforex_buy
0.01
ccajas_depositos
0.00
ccaja_ahorro
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tcallcenter
CORRELATION RATIO WITH...
ccallcenter_transacciones
0.67
chomebanking_transacciones
0.19
cmobile_app_trx
0.15
ctrx_quarter
0.13
ccomisiones_otras
0.13
ctarjeta_visa_transacciones
0.10
ctransferencias_emitidas
0.09
Visa_cconsumos
0.08
ctarjeta_debito_transacciones
0.08
cextraccion_autoservicio
0.08
ctransferencias_recibidas
0.07
catm_trx
0.07
ctarjeta_visa_debitos_automaticos
0.07
Master_fechaalta
0.06
ccallcenter_transacciones
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
chomebanking_transacciones
0.16
Visa_Finiciomora
-0.14
cmobile_app_trx
0.12
ctrx_quarter
0.10
Master_Finiciomora
-0.10
ccomisiones_otras
0.10
ctarjeta_visa_transacciones
0.09
mtarjeta_visa_consumo
0.09
ctarjeta_visa_debitos_automaticos
0.07
Visa_mconsumospesos
0.06
Visa_mconsumototal
0.06
ccuenta_debitos_automaticos
0.06
ctransferencias_emitidas
0.06
cextraccion_autoservicio
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tcallcenter
0.67
thomebanking
0.22
internet
0.16
Visa_status
0.15
Master_status
0.15
ccomisiones_mantenimiento
0.14
active_quarter
0.13
tmobile_app
0.12
Visa_madelantopesos
0.11
ccajas_extracciones
0.10
ctarjeta_master_debitos_automaticos
0.09
ccajas_transacciones
0.08
ccajas_depositos
0.07
Visa_cadelantosefectivo
0.07
MOST FREQUENT VALUES
0
6,872
86.2%
1
226
2.8%
2
195
2.4%
3
161
2.0%
4
134
1.7%
5
87
1.1%
6
63
0.8%
7
42
0.5%
8
40
0.5%
10
24
0.3%
11
21
0.3%
13
20
0.3%
9
15
0.2%
12
14
0.2%
14
11
0.1%
SMALLEST VALUES
0
6,872
86.2%
1
226
2.8%
2
195
2.4%
3
161
2.0%
4
134
1.7%
5
87
1.1%
6
63
0.8%
7
42
0.5%
8
40
0.5%
9
15
0.2%
10
24
0.3%
11
21
0.3%
12
14
0.2%
13
20
0.3%
14
11
0.1%
LARGEST VALUES
67
1
<0.1%
40
1
<0.1%
38
1
<0.1%
31
1
<0.1%
26
2
<0.1%
25
2
<0.1%
24
3
<0.1%
23
3
<0.1%
22
2
<0.1%
21
3
<0.1%
20
2
<0.1%
19
6
<0.1%
18
3
<0.1%
17
3
<0.1%
16
8
0.1%
thomebanking
MISSING:
---
TOP CATEGORIES
0
4,054
51%
1
3,920
49%
ALL
7,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
thomebanking
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
internet
0.28
active_quarter
0.16
tcallcenter
0.13
Visa_cadelantosefectivo
0.08
Visa_madelantopesos
0.07
ccajas_extracciones
0.07
Master_cadelantosefectivo
0.07
mtarjeta_master_descuentos
0.07
minversion1_dolares
0.07
mcuenta_corriente_adicional
0.07

THESE FEATURES
GIVE INFORMATION
ON thomebanking:
internet
0.28
active_quarter
0.14
tcallcenter
0.08
tmobile_app
0.04
mdescubierto_preacordado
0.04
ctarjeta_master
0.04
ctarjeta_visa
0.04
ccajas_extracciones
0.02
cforex
0.02
cforex_sell
0.01
Visa_status
0.01
ccajas_transacciones
0.01
ccomisiones_mantenimiento
0.01
Master_status
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
thomebanking
CORRELATION RATIO WITH...
chomebanking_transacciones
0.34
ccomisiones_otras
0.30
ctrx_quarter
0.28
ccallcenter_transacciones
0.22
ctarjeta_visa_transacciones
0.21
Visa_cconsumos
0.18
cproductos
0.18
Master_fechaalta
0.17
Visa_fechaalta
0.17
Visa_mfinanciacion_limite
0.17
ctarjeta_debito_transacciones
0.16
ctarjeta_visa_debitos_automaticos
0.16
Master_Fvencimiento
0.15
cmobile_app_trx
0.15
chomebanking_transacciones
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctrx_quarter
0.31
Master_Finiciomora
-0.27
Visa_Finiciomora
-0.26
ccomisiones_otras
0.22
ctarjeta_visa_transacciones
0.21
cpagomiscuentas
0.21
Visa_cconsumos
0.21
ctransferencias_emitidas
0.19
ctransferencias_recibidas
0.18
ctarjeta_debito_transacciones
0.17
mtarjeta_visa_consumo
0.16
mtransferencias_emitidas
0.16
ccallcenter_transacciones
0.16
mextraccion_autoservicio
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
thomebanking
0.34
internet
0.22
tcallcenter
0.19
active_quarter
0.17
tmobile_app
0.14
cforex
0.14
cforex_sell
0.14
ctarjeta_master
0.13
ctarjeta_visa
0.12
ctarjeta_master_descuentos
0.12
mtarjeta_master_descuentos
0.11
mdescubierto_preacordado
0.11
ccajas_extracciones
0.10
ccaja_ahorro
0.10
MOST FREQUENT VALUES
0
4,249
53.3%
2
212
2.7%
1
176
2.2%
5
118
1.5%
6
118
1.5%
7
108
1.4%
3
107
1.3%
4
104
1.3%
10
100
1.3%
8
99
1.2%
12
89
1.1%
11
85
1.1%
9
80
1.0%
13
74
0.9%
17
72
0.9%
SMALLEST VALUES
0
4,249
53.3%
1
176
2.2%
2
212
2.7%
3
107
1.3%
4
104
1.3%
5
118
1.5%
6
118
1.5%
7
108
1.4%
8
99
1.2%
9
80
1.0%
10
100
1.3%
11
85
1.1%
12
89
1.1%
13
74
0.9%
14
62
0.8%
LARGEST VALUES
2527
1
<0.1%
1842
1
<0.1%
1113
1
<0.1%
523
1
<0.1%
444
1
<0.1%
424
1
<0.1%
416
1
<0.1%
411
1
<0.1%
404
1
<0.1%
396
1
<0.1%
350
1
<0.1%
343
1
<0.1%
337
1
<0.1%
333
1
<0.1%
329
2
<0.1%
ccajas_transacciones
MISSING:
---
TOP CATEGORIES
0
7,017
88%
1
957
12%
ALL
7,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccajas_transacciones
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
ccajas_extracciones
0.48
ccajas_depositos
0.41
Master_cadelantosefectivo
0.10
Master_madelantopesos
0.07
tpaquete3
0.05
minversion1_dolares
0.04
Visa_madelantopesos
0.04
cforex_sell
0.04
ccheques_depositados_rechazados
0.03
cforex
0.03

THESE FEATURES
GIVE INFORMATION
ON ccajas_transacciones:
ccajas_extracciones
0.25
ccajas_depositos
0.18
active_quarter
0.03
mdescubierto_preacordado
0.03
ccaja_ahorro
0.02
thomebanking
0.02
tpaquete3
0.02
internet
0.02
cforex
0.02
cforex_sell
0.02
tcallcenter
0.01
tmobile_app
0.01
Visa_status
0.01
Master_status
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajas_transacciones
CORRELATION RATIO WITH...
ccajas_consultas
0.51
ccajas_otras
0.26
ctrx_quarter
0.18
cmobile_app_trx
0.14
ccomisiones_otras
0.13
mforex_sell
0.13
ctarjeta_debito_transacciones
0.11
mrentabilidad_annual
0.10
cpayroll_trx
0.09
Visa_mpagospesos
0.09
ctransferencias_emitidas
0.09
mautoservicio
0.09
mtransferencias_emitidas
0.09
ctarjeta_visa_transacciones
0.09
ccajas_consultas
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcheques_depositados_rechazados
0.31
mcheques_depositados
0.16
ccajas_otras
0.16
mprestamos_personales
0.15
Visa_Finiciomora
0.13
ccheques_depositados
0.11
Visa_mpagospesos
-0.09
Master_mpagospesos
-0.08
Visa_msaldopesos
0.07
ctrx_quarter
0.07
mrentabilidad_annual
0.07
cmobile_app_trx
0.07
Visa_msaldototal
0.07
Visa_mpagado
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajas_transacciones
0.51
ccajas_depositos
0.44
ccheques_depositados_rechazados
0.35
ccajas_extracciones
0.26
mdescubierto_preacordado
0.12
ccaja_ahorro
0.11
ctarjeta_visa
0.10
Visa_status
0.10
ctarjeta_master
0.09
ctarjeta_master_descuentos
0.09
tpaquete3
0.09
Master_status
0.08
ccomisiones_mantenimiento
0.07
Visa_madelantopesos
0.06
MOST FREQUENT VALUES
0
7,380
92.6%
1
254
3.2%
2
140
1.8%
3
71
0.9%
4
41
0.5%
5
31
0.4%
7
14
0.2%
6
14
0.2%
8
7
<0.1%
9
6
<0.1%
11
4
<0.1%
12
2
<0.1%
14
2
<0.1%
13
1
<0.1%
18
1
<0.1%
SMALLEST VALUES
0
7,380
92.6%
1
254
3.2%
2
140
1.8%
3
71
0.9%
4
41
0.5%
5
31
0.4%
6
14
0.2%
7
14
0.2%
8
7
<0.1%
9
6
<0.1%
10
1
<0.1%
11
4
<0.1%
12
2
<0.1%
13
1
<0.1%
14
2
<0.1%
LARGEST VALUES
34
1
<0.1%
24
1
<0.1%
21
1
<0.1%
20
1
<0.1%
18
1
<0.1%
17
1
<0.1%
14
2
<0.1%
13
1
<0.1%
12
2
<0.1%
11
4
<0.1%
10
1
<0.1%
9
6
<0.1%
8
7
<0.1%
7
14
0.2%
6
14
0.2%
ccajas_depositos
MISSING:
---
TOP CATEGORIES
0
7,734
97%
1
159
2%
2
53
<1%
3
16
<1%
4
5
<1%
5
3
<1%
6
2
<1%
7
1
<1%
14
1
<1%
ALL
7,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccajas_depositos
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
ccajas_transacciones
0.18
ccheques_depositados_rechazados
0.13
tpaquete3
0.04
ccajas_extracciones
0.03
cpagodeservicios
0.02
cliente_vip
0.02
cprestamos_prendarios
0.02
cseguro_auto
0.02
ctarjeta_visa_descuentos
0.02
ccaja_ahorro
0.02

THESE FEATURES
GIVE INFORMATION
ON ccajas_depositos:
ccajas_transacciones
0.41
ccaja_ahorro
0.03
ccajas_extracciones
0.03
active_quarter
0.03
tpaquete3
0.03
Master_status
0.02
internet
0.02
ccomisiones_mantenimiento
0.02
Visa_status
0.02
mdescubierto_preacordado
0.02
ctarjeta_debito
0.02
ccheques_depositados_rechazados
0.02
ctarjeta_master_debitos_automaticos
0.02
thomebanking
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajas_depositos
CORRELATION RATIO WITH...
mcheques_depositados_rechazados
0.82
ccajas_consultas
0.44
ccheques_emitidos
0.43
mcheques_depositados
0.42
ccheques_depositados
0.33
mcheques_emitidos
0.22
ctrx_quarter
0.16
mautoservicio
0.15
ccomisiones_otras
0.13
mpagomiscuentas
0.12
mttarjeta_visa_debitos_automaticos
0.12
cmobile_app_trx
0.12
Master_mpagospesos
0.11
ctarjeta_visa_debitos_automaticos
0.11
ccajas_extracciones
MISSING:
---
TOP CATEGORIES
0
7,658
96%
1
263
3%
2
40
<1%
3
10
<1%
5
2
<1%
4
1
<1%
ALL
7,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccajas_extracciones
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
ccajas_transacciones
0.25
Master_cadelantosefectivo
0.14
Master_madelantopesos
0.12
Visa_madelantopesos
0.09
cforex_sell
0.09
cforex
0.07
Visa_cadelantosefectivo
0.07
ccajeros_propios_descuentos
0.07
ccheques_depositados_rechazados
0.06
cliente_vip
0.03

THESE FEATURES
GIVE INFORMATION
ON ccajas_extracciones:
ccajas_transacciones
0.48
cforex
0.08
cforex_sell
0.08
thomebanking
0.07
active_quarter
0.06
ccaja_ahorro
0.04
internet
0.03
tmobile_app
0.03
ccajas_depositos
0.03
tcallcenter
0.01
tpaquete3
0.01
tpaquete4
0.01
ctarjeta_master_debitos_automaticos
0.01
ccomisiones_mantenimiento
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajas_extracciones
CORRELATION RATIO WITH...
mcheques_depositados
0.33
mcheques_depositados_rechazados
0.27
ccajas_consultas
0.26
mforex_sell
0.25
ctrx_quarter
0.24
ccheques_depositados
0.22
cmobile_app_trx
0.20
ctarjeta_debito_transacciones
0.17
ctarjeta_visa_transacciones
0.16
mtarjeta_visa_consumo
0.16
mautoservicio
0.15
ccomisiones_otras
0.15
cpayroll_trx
0.15
Visa_mconsumospesos
0.15
ccajas_otras
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ccajas_consultas
0.16
Master_mpagospesos
-0.10
mcuentas_saldo
-0.08
Master_Finiciomora
-0.07
mrentabilidad_annual
0.07
Visa_msaldopesos
0.05
Visa_mpagado
0.05
Visa_msaldototal
0.05
Visa_mpagospesos
-0.05
cmobile_app_trx
0.05
Visa_mpagominimo
0.04
ccomisiones_otras
0.04
ctrx_quarter
0.04
foto_mes
-0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajas_transacciones
0.26
ccheques_depositados_rechazados
0.10
mdescubierto_preacordado
0.10
ccajas_depositos
0.08
ccaja_seguridad
0.06
ctarjeta_visa
0.05
ccajas_extracciones
0.05
ccaja_ahorro
0.05
Visa_status
0.05
Master_status
0.04
ctarjeta_master
0.04
ctarjeta_master_debitos_automaticos
0.04
active_quarter
0.04
tpaquete4
0.04
MOST FREQUENT VALUES
0
7,619
95.5%
1
132
1.7%
2
124
1.6%
3
39
0.5%
4
20
0.3%
5
14
0.2%
6
4
<0.1%
8
4
<0.1%
7
4
<0.1%
11
3
<0.1%
12
3
<0.1%
14
2
<0.1%
20
1
<0.1%
43
1
<0.1%
36
1
<0.1%
SMALLEST VALUES
0
7,619
95.5%
1
132
1.7%
2
124
1.6%
3
39
0.5%
4
20
0.3%
5
14
0.2%
6
4
<0.1%
7
4
<0.1%
8
4
<0.1%
9
1
<0.1%
11
3
<0.1%
12
3
<0.1%
14
2
<0.1%
15
1
<0.1%
20
1
<0.1%
LARGEST VALUES
87
1
<0.1%
43
1
<0.1%
36
1
<0.1%
20
1
<0.1%
15
1
<0.1%
14
2
<0.1%
12
3
<0.1%
11
3
<0.1%
9
1
<0.1%
8
4
<0.1%
7
4
<0.1%
6
4
<0.1%
5
14
0.2%
4
20
0.3%
3
39
0.5%
catm_trx
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
cextraccion_autoservicio
0.90
matm
0.79
mextraccion_autoservicio
0.78
ctrx_quarter
0.48
ctransferencias_emitidas
0.43
mtransferencias_emitidas
0.37
cmobile_app_trx
0.32
mautoservicio
0.28
ctarjeta_debito_transacciones
0.26
ctransferencias_recibidas
0.25
mpasivos_margen
0.19
cpayroll_trx
0.17
mtransferencias_recibidas
0.15
ccomisiones_otras
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccaja_ahorro
0.12
ccajas_extracciones
0.11
cpagodeservicios
0.11
active_quarter
0.11
thomebanking
0.11
tmobile_app
0.10
cplazo_fijo
0.09
ccomisiones_mantenimiento
0.09
ctarjeta_visa
0.08
ccajeros_propios_descuentos
0.08
tpaquete4
0.07
cforex_sell
0.07
internet
0.07
cforex
0.07
MOST FREQUENT VALUES
0
7,332
91.9%
1
218
2.7%
2
130
1.6%
3
82
1.0%
4
57
0.7%
5
39
0.5%
6
34
0.4%
7
15
0.2%
8
12
0.2%
9
12
0.2%
10
9
0.1%
13
7
<0.1%
15
5
<0.1%
12
4
<0.1%
11
4
<0.1%
SMALLEST VALUES
0
7,332
91.9%
1
218
2.7%
2
130
1.6%
3
82
1.0%
4
57
0.7%
5
39
0.5%
6
34
0.4%
7
15
0.2%
8
12
0.2%
9
12
0.2%
10
9
0.1%
11
4
<0.1%
12
4
<0.1%
13
7
<0.1%
14
2
<0.1%
LARGEST VALUES
51
1
<0.1%
44
1
<0.1%
36
1
<0.1%
33
1
<0.1%
32
1
<0.1%
28
1
<0.1%
25
1
<0.1%
21
1
<0.1%
19
3
<0.1%
18
1
<0.1%
15
5
<0.1%
14
2
<0.1%
13
7
<0.1%
12
4
<0.1%
11
4
<0.1%
matm
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mextraccion_autoservicio
0.98
catm_trx
0.79
cextraccion_autoservicio
0.70
ctransferencias_emitidas
0.57
mtransferencias_emitidas
0.51
ctrx_quarter
0.41
cmobile_app_trx
0.34
ctransferencias_recibidas
0.29
mautoservicio
0.25
mtransferencias_recibidas
0.19
mpasivos_margen
0.19
ctarjeta_debito_transacciones
0.17
mcaja_ahorro
0.16
chomebanking_transacciones
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajeros_propios_descuentos
0.13
ccajas_extracciones
0.10
cpagodeservicios
0.08
thomebanking
0.08
ctarjeta_visa
0.07
active_quarter
0.07
tmobile_app
0.07
ccomisiones_mantenimiento
0.06
ccaja_ahorro
0.06
cplazo_fijo
0.06
cforex_sell
0.06
tcallcenter
0.05
ccajas_depositos
0.05
cforex
0.05
MOST FREQUENT VALUES
0.0
7,332
91.9%
11700.0
38
0.5%
5850.0
33
0.4%
2340.0
22
0.3%
17550.0
19
0.2%
9360.0
16
0.2%
23400.0
15
0.2%
58500.0
14
0.2%
3510.0
12
0.2%
46800.0
12
0.2%
1170.0
10
0.1%
21060.0
10
0.1%
7020.0
9
0.1%
29250.0
9
0.1%
14040.0
8
0.1%
SMALLEST VALUES
0.0
7,332
91.9%
117.0
3
<0.1%
234.0
1
<0.1%
351.0
1
<0.1%
468.0
4
<0.1%
585.0
4
<0.1%
702.0
2
<0.1%
819.0
3
<0.1%
1170.0
10
0.1%
1287.0
3
<0.1%
1404.0
2
<0.1%
1638.0
2
<0.1%
1755.0
6
<0.1%
1872.0
1
<0.1%
1989.0
1
<0.1%
LARGEST VALUES
1277448.12
1
<0.1%
1228500.0
1
<0.1%
725049.0
1
<0.1%
631800.0
1
<0.1%
414180.0
1
<0.1%
351000.0
1
<0.1%
292500.0
1
<0.1%
285351.41
1
<0.1%
270199.8
1
<0.1%
260377.65
1
<0.1%
253890.0
1
<0.1%
252328.82
1
<0.1%
248040.0
1
<0.1%
243711.0
1
<0.1%
237371.94
1
<0.1%
catm_trx_other
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
matm_other
0.73
cextraccion_autoservicio
0.54
ctrx_quarter
0.20
ctarjeta_debito_transacciones
0.20
mextraccion_autoservicio
0.19
Master_cconsumos
0.16
ccomisiones_otras
0.15
cpayroll_trx
0.14
mautoservicio
0.14
mpasivos_margen
0.11
Master_Finiciomora
-0.11
catm_trx
0.11
cmobile_app_trx
0.09
mcaja_ahorro
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mtarjeta_master_descuentos
0.13
tpaquete4
0.12
ccaja_ahorro
0.10
ctarjeta_master_descuentos
0.10
ccajas_extracciones
0.09
tmobile_app
0.08
active_quarter
0.07
cprestamos_hipotecarios
0.07
cforex_sell
0.07
ccomisiones_mantenimiento
0.07
cforex
0.06
thomebanking
0.06
ctarjeta_debito
0.06
internet
0.06
MOST FREQUENT VALUES
0
7,656
96.0%
1
136
1.7%
2
83
1.0%
3
33
0.4%
4
23
0.3%
7
12
0.2%
5
10
0.1%
6
7
<0.1%
8
4
<0.1%
9
2
<0.1%
10
1
<0.1%
13
1
<0.1%
40
1
<0.1%
30
1
<0.1%
12
1
<0.1%
SMALLEST VALUES
0
7,656
96.0%
1
136
1.7%
2
83
1.0%
3
33
0.4%
4
23
0.3%
5
10
0.1%
6
7
<0.1%
7
12
0.2%
8
4
<0.1%
9
2
<0.1%
10
1
<0.1%
11
1
<0.1%
12
1
<0.1%
13
1
<0.1%
15
1
<0.1%
LARGEST VALUES
40
1
<0.1%
30
1
<0.1%
18
1
<0.1%
15
1
<0.1%
13
1
<0.1%
12
1
<0.1%
11
1
<0.1%
10
1
<0.1%
9
2
<0.1%
8
4
<0.1%
7
12
0.2%
6
7
<0.1%
5
10
0.1%
4
23
0.3%
3
33
0.4%
matm_other
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
catm_trx_other
0.73
cextraccion_autoservicio
0.40
mextraccion_autoservicio
0.24
Master_cconsumos
0.17
ctrx_quarter
0.15
Master_Finiciomora
-0.13
ctarjeta_debito_transacciones
0.12
ccomisiones_otras
0.11
mautoservicio
0.10
mpasivos_margen
0.09
cpayroll_trx
0.09
Visa_cconsumos
0.09
Visa_Finiciomora
-0.09
catm_trx
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_master_descuentos
0.13
mtarjeta_master_descuentos
0.12
ccaja_ahorro
0.09
tpaquete4
0.08
ccajas_depositos
0.06
active_quarter
0.06
cforex_sell
0.06
tmobile_app
0.05
cforex
0.05
ctarjeta_visa_descuentos
0.05
ctarjeta_debito
0.05
ccajas_extracciones
0.04
ctarjeta_master
0.04
ctarjeta_visa
0.04
MOST FREQUENT VALUES
0.0
7,656
96.0%
5850.0
30
0.4%
17550.0
20
0.3%
2340.0
18
0.2%
7020.0
17
0.2%
3510.0
17
0.2%
1170.0
14
0.2%
4680.0
14
0.2%
11700.0
12
0.2%
9360.0
11
0.1%
1755.0
11
0.1%
585.0
8
0.1%
10530.0
5
<0.1%
14040.0
5
<0.1%
15210.0
4
<0.1%
SMALLEST VALUES
0.0
7,656
96.0%
117.0
2
<0.1%
234.0
2
<0.1%
351.0
1
<0.1%
468.0
1
<0.1%
585.0
8
0.1%
702.0
1
<0.1%
819.0
3
<0.1%
936.0
1
<0.1%
1053.0
2
<0.1%
1170.0
14
0.2%
1755.0
11
0.1%
1989.0
2
<0.1%
2106.0
1
<0.1%
2340.0
18
0.2%
LARGEST VALUES
213604.39
1
<0.1%
211668.57
1
<0.1%
171639.0
1
<0.1%
95940.0
1
<0.1%
84358.95
1
<0.1%
76635.0
1
<0.1%
70200.0
1
<0.1%
66690.0
1
<0.1%
54990.0
1
<0.1%
53820.0
1
<0.1%
52650.0
1
<0.1%
50310.0
2
<0.1%
47970.0
1
<0.1%
47385.0
1
<0.1%
47151.0
1
<0.1%
ctrx_quarter
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctransferencias_emitidas
0.58
cextraccion_autoservicio
0.50
ctarjeta_debito_transacciones
0.49
cmobile_app_trx
0.48
catm_trx
0.48
mtransferencias_emitidas
0.45
ctransferencias_recibidas
0.45
ccomisiones_otras
0.43
mautoservicio
0.43
mextraccion_autoservicio
0.42
ctarjeta_visa_transacciones
0.41
matm
0.41
Visa_cconsumos
0.39
cpagomiscuentas
0.37

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
thomebanking
0.28
active_quarter
0.27
tmobile_app
0.26
ccajas_extracciones
0.24
internet
0.22
cforex_sell
0.20
ccaja_ahorro
0.20
cforex
0.19
ccajas_transacciones
0.18
ctarjeta_master_debitos_automaticos
0.17
ccajas_depositos
0.16
ccheques_depositados_rechazados
0.16
tpaquete3
0.15
ctarjeta_visa
0.13
MOST FREQUENT VALUES
0
977
12.3%
2
327
4.1%
3
286
3.6%
6
266
3.3%
4
249
3.1%
8
220
2.8%
12
215
2.7%
5
208
2.6%
10
204
2.6%
11
202
2.5%
7
200
2.5%
1
200
2.5%
9
195
2.4%
14
190
2.4%
13
185
2.3%
SMALLEST VALUES
0
977
12.3%
1
200
2.5%
2
327
4.1%
3
286
3.6%
4
249
3.1%
5
208
2.6%
6
266
3.3%
7
200
2.5%
8
220
2.8%
9
195
2.4%
10
204
2.6%
11
202
2.5%
12
215
2.7%
13
185
2.3%
14
190
2.4%
LARGEST VALUES
1580
1
<0.1%
700
1
<0.1%
661
1
<0.1%
657
1
<0.1%
622
1
<0.1%
569
1
<0.1%
515
1
<0.1%
504
1
<0.1%
489
1
<0.1%
482
1
<0.1%
476
1
<0.1%
470
1
<0.1%
448
1
<0.1%
420
2
<0.1%
404
1
<0.1%
tmobile_app
MISSING:
---
TOP CATEGORIES
0
5,998
75%
1
1,976
25%
ALL
7,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
tmobile_app
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
internet
0.28
Master_madelantopesos
0.15
Master_cadelantosefectivo
0.14
mtarjeta_master_descuentos
0.12
Visa_madelantopesos
0.11
Visa_cadelantosefectivo
0.11
mpayroll2
0.08
active_quarter
0.08
ctarjeta_master_descuentos
0.08
ccheques_depositados_rechazados
0.07

THESE FEATURES
GIVE INFORMATION
ON tmobile_app:
internet
0.35
active_quarter
0.08
thomebanking
0.05
tcallcenter
0.02
cforex
0.02
cforex_sell
0.01
ccajas_extracciones
0.01
ccajas_transacciones
0.01
ccaja_ahorro
0.01
ctarjeta_master_descuentos
0.00
tpaquete3
0.00
cforex_buy
0.00
ctarjeta_master
0.00
ctarjeta_master_debitos_automaticos
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tmobile_app
CORRELATION RATIO WITH...
cmobile_app_trx
0.44
ctrx_quarter
0.26
ccomisiones_otras
0.21
ctarjeta_debito_transacciones
0.17
cliente_edad
0.17
ctarjeta_visa_transacciones
0.15
chomebanking_transacciones
0.14
Visa_cconsumos
0.14
foto_mes
0.13
mforex_sell
0.13
mautoservicio
0.13
cextraccion_autoservicio
0.12
ccallcenter_transacciones
0.12
cpayroll_trx
0.12
cmobile_app_trx
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctransferencias_emitidas
0.52
ctrx_quarter
0.48
mtransferencias_emitidas
0.40
mextraccion_autoservicio
0.34
matm
0.34
catm_trx
0.32
cextraccion_autoservicio
0.31
ctransferencias_recibidas
0.30
ctarjeta_debito_transacciones
0.25
mautoservicio
0.23
cpagomiscuentas
0.23
ccomisiones_otras
0.21
Master_cconsumos
0.19
Master_mpagospesos
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tmobile_app
0.44
internet
0.27
ccajas_extracciones
0.20
tcallcenter
0.15
Visa_madelantopesos
0.15
thomebanking
0.15
active_quarter
0.15
ccajas_transacciones
0.14
Master_cadelantosefectivo
0.14
ccajeros_propios_descuentos
0.14
cinversion1
0.13
Visa_cadelantosefectivo
0.13
Master_madelantopesos
0.13
cforex
0.12
MOST FREQUENT VALUES
0
5,531
69.4%
1
689
8.6%
6
84
1.1%
3
83
1.0%
2
81
1.0%
5
77
1.0%
4
73
0.9%
7
64
0.8%
8
60
0.8%
10
49
0.6%
9
46
0.6%
15
44
0.6%
16
40
0.5%
11
39
0.5%
12
37
0.5%
SMALLEST VALUES
0
5,531
69.4%
1
689
8.6%
2
81
1.0%
3
83
1.0%
4
73
0.9%
5
77
1.0%
6
84
1.1%
7
64
0.8%
8
60
0.8%
9
46
0.6%
10
49
0.6%
11
39
0.5%
12
37
0.5%
13
30
0.4%
14
26
0.3%
LARGEST VALUES
1064
1
<0.1%
688
1
<0.1%
591
1
<0.1%
580
1
<0.1%
517
1
<0.1%
454
1
<0.1%
378
1
<0.1%
373
1
<0.1%
354
1
<0.1%
335
1
<0.1%
319
1
<0.1%
297
1
<0.1%
285
1
<0.1%
267
1
<0.1%
259
1
<0.1%
Master_delinquency
MISSING:
2,618
(33%)
TOP CATEGORIES
0.0
5,200
97%
1.0
156
3%
ALL
5,356
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Master_delinquency
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
mpayroll2
0.20
Visa_delinquency
0.18
cpayroll2_trx
0.14
mtarjeta_master_descuentos
0.07
Master_status
0.06
Master_madelantopesos
0.06
Master_cadelantosefectivo
0.05
Visa_status
0.04
Visa_madelantopesos
0.03
Visa_cadelantosefectivo
0.03

THESE FEATURES
GIVE INFORMATION
ON Master_delinquency:
Master_status
0.33
Visa_delinquency
0.32
Visa_status
0.23
ctarjeta_visa
0.09
mdescubierto_preacordado
0.07
ctarjeta_master
0.05
ctarjeta_master_debitos_automaticos
0.05
tpaquete3
0.04
active_quarter
0.02
ccaja_ahorro
0.02
internet
0.02
cseguro_accidentes_personales
0.01
cseguro_vida
0.01
ccajas_depositos
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_delinquency
CORRELATION RATIO WITH...
Master_Finiciomora
0.89
Visa_Finiciomora
0.42
Visa_msaldopesos
0.30
Visa_msaldototal
0.30
Visa_mpagominimo
0.28
Master_msaldopesos
0.28
Master_msaldototal
0.28
Master_mpagominimo
0.23
foto_mes
0.15
mrentabilidad
0.12
mactivos_margen
0.12
cprestamos_personales
0.11
mrentabilidad_annual
0.11
mprestamos_personales
0.10
Master_status
MISSING:
2,618
(33%)
TOP CATEGORIES
0.0
4,269
80%
9.0
530
10%
7.0
318
6%
6.0
239
4%
ALL
5,356
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Master_status
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
Visa_status
0.56
Master_delinquency
0.33
mplazo_fijo_pesos
0.27
Visa_delinquency
0.18
mpayroll2
0.17
ctarjeta_visa
0.17
ctarjeta_master
0.16
mdescubierto_preacordado
0.12
cpayroll2_trx
0.11
Visa_madelantopesos
0.06

THESE FEATURES
GIVE INFORMATION
ON Master_status:
Visa_status
0.62
ctarjeta_visa
0.22
ctarjeta_master
0.21
mdescubierto_preacordado
0.14
Master_delinquency
0.06
Visa_delinquency
0.06
tcallcenter
0.03
thomebanking
0.01
tpaquete3
0.01
ccaja_ahorro
0.01
ccomisiones_mantenimiento
0.01
ctarjeta_master_debitos_automaticos
0.01
ccajas_transacciones
0.01
ccajas_depositos
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_status
CORRELATION RATIO WITH...
Master_Finiciomora
0.41
Visa_Finiciomora
0.41
mactivos_margen
0.29
mrentabilidad
0.26
Visa_mpagominimo
0.25
foto_mes
0.24
Visa_msaldopesos
0.24
Visa_msaldototal
0.24
mcuenta_corriente
0.22
cproductos
0.21
Master_msaldopesos
0.19
Master_msaldototal
0.19
Master_fechaalta
0.18
Master_mpagominimo
0.17
Master_mfinanciacion_limite
MISSING:
2,618
(33%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_mlimitecompra
0.95
Visa_mfinanciacion_limite
0.87
Visa_mlimitecompra
0.82
cproductos
0.26
Master_Finiciomora
-0.25
Visa_Finiciomora
-0.24
Master_mconsumosdolares
0.20
Master_mconsumospesos
0.19
Master_mconsumototal
0.19
mttarjeta_visa_debitos_automaticos
0.18
Visa_mconsumospesos
0.18
Visa_mconsumototal
0.18
Visa_cconsumos
0.17
mtarjeta_visa_consumo
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_master
0.34
ctarjeta_visa
0.26
mdescubierto_preacordado
0.22
thomebanking
0.15
minversion1_dolares
0.13
ctarjeta_master_debitos_automaticos
0.13
ccaja_seguridad
0.13
tpaquete1
0.12
Visa_status
0.11
Master_status
0.10
ctarjeta_debito
0.08
mtarjeta_master_descuentos
0.08
ccuenta_corriente
0.08
cinversion1
0.07
MOST FREQUENT VALUES
63180.0
709
13.2%
252720.0
550
10.3%
0.0
505
9.4%
88452.0
501
9.4%
176904.0
400
7.5%
126360.0
367
6.9%
101088.0
299
5.6%
75816.0
216
4.0%
50544.0
207
3.9%
202176.0
186
3.5%
707616.0
166
3.1%
353808.0
94
1.8%
31590.0
85
1.6%
44226.0
84
1.6%
303264.0
83
1.5%
SMALLEST VALUES
0.0
505
9.4%
1179.36
2
<0.1%
1769.04
1
<0.1%
3411.72
2
<0.1%
4212.0
1
<0.1%
4264.65
8
0.1%
5117.58
2
<0.1%
6318.0
4
<0.1%
7897.5
19
0.4%
9477.0
7
0.1%
11056.5
10
0.2%
12636.0
7
0.1%
15795.0
18
0.3%
18954.0
7
0.1%
22113.0
9
0.2%
LARGEST VALUES
3792087.6
1
<0.1%
3660356.04
1
<0.1%
3225849.49
1
<0.1%
3146288.18
3
<0.1%
3137448.03
2
<0.1%
3098471.03
2
<0.1%
3063914.1
1
<0.1%
2954617.75
1
<0.1%
2819202.79
2
<0.1%
2750490.75
1
<0.1%
2708634.0
1
<0.1%
2685596.05
1
<0.1%
2664902.07
2
<0.1%
2621906.82
4
<0.1%
2614540.03
2
<0.1%
Master_Fvencimiento
MISSING:
2,618
(33%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_fechaalta
0.32
Master_fultimo_cierre
0.32
Visa_fechaalta
0.24
cliente_antiguedad
0.21
Visa_Finiciomora
0.17
numero_de_cliente
-0.14
Visa_fultimo_cierre
0.12
mcomisiones_mantenimiento
0.09
Visa_mlimitecompra
0.08
mprestamos_personales
0.08
Visa_mfinanciacion_limite
0.07
Master_mlimitecompra
0.07
Master_Finiciomora
0.07
Master_mfinanciacion_limite
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_master
0.58
ctarjeta_visa
0.41
mdescubierto_preacordado
0.30
Master_status
0.16
thomebanking
0.15
tcuentas
0.14
internet
0.10
tmobile_app
0.09
ctarjeta_master_debitos_automaticos
0.08
ccomisiones_mantenimiento
0.08
cforex_sell
0.07
cforex
0.07
Master_delinquency
0.07
tcallcenter
0.06
MOST FREQUENT VALUES
-729.0
137
2.6%
-821.0
117
2.2%
-882.0
110
2.1%
-790.0
103
1.9%
-1460.0
101
1.9%
-760.0
93
1.7%
-668.0
90
1.7%
-637.0
84
1.6%
-1825.0
84
1.6%
-1764.0
72
1.3%
-851.0
71
1.3%
-972.0
70
1.3%
-1033.0
70
1.3%
-759.0
70
1.3%
-699.0
65
1.2%
SMALLEST VALUES
-2221.0
7
0.1%
-2220.0
12
0.2%
-2190.0
24
0.4%
-2160.0
7
0.1%
-2159.0
4
<0.1%
-2131.0
1
<0.1%
-2129.0
8
0.1%
-2128.0
1
<0.1%
-2099.0
3
<0.1%
-2098.0
4
<0.1%
-2070.0
2
<0.1%
-2069.0
1
<0.1%
-2068.0
2
<0.1%
-2038.0
1
<0.1%
-2037.0
2
<0.1%
LARGEST VALUES
4872.0
1
<0.1%
4688.0
1
<0.1%
4080.0
1
<0.1%
2377.0
1
<0.1%
1340.0
1
<0.1%
1220.0
1
<0.1%
1219.0
1
<0.1%
1217.0
2
<0.1%
1158.0
1
<0.1%
1128.0
1
<0.1%
975.0
1
<0.1%
974.0
1
<0.1%
913.0
1
<0.1%
885.0
1
<0.1%
883.0
1
<0.1%
Master_Finiciomora
MISSING:
7,818
(98%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_Finiciomora
0.45
ctrx_quarter
-0.30
Visa_mfinanciacion_limite
-0.29
Master_cconsumos
-0.28
Visa_cconsumos
-0.28
chomebanking_transacciones
-0.27
Master_mfinanciacion_limite
-0.25
Master_mpagospesos
0.24
cliente_antiguedad
-0.23
mtransferencias_recibidas
-0.22
foto_mes
-0.22
Visa_mlimitecompra
-0.21
mcaja_ahorro
-0.19
Visa_fechaalta
-0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_delinquency
0.89
Master_status
0.41
Visa_delinquency
0.41
Visa_status
0.33
mdescubierto_preacordado
0.13
ctarjeta_visa
0.13
mpayroll2
0.10
ctarjeta_master
0.10
ctarjeta_master_debitos_automaticos
0.10
tpaquete3
0.08
ccajas_depositos
0.08
cpayroll2_trx
0.07
cseguro_vida
0.06
ccaja_ahorro
0.06
MOST FREQUENT VALUES
81.0
41
26.3%
53.0
20
12.8%
25.0
17
10.9%
82.0
16
10.3%
22.0
10
6.4%
19.0
8
5.1%
54.0
6
3.8%
20.0
4
2.6%
21.0
4
2.6%
60.0
3
1.9%
67.0
3
1.9%
18.0
3
1.9%
3.0
2
1.3%
75.0
2
1.3%
28.0
2
1.3%
SMALLEST VALUES
2.0
1
0.6%
3.0
2
1.3%
5.0
1
0.6%
11.0
1
0.6%
12.0
1
0.6%
18.0
3
1.9%
19.0
8
5.1%
20.0
4
2.6%
21.0
4
2.6%
22.0
10
6.4%
25.0
17
10.9%
28.0
2
1.3%
48.0
1
0.6%
50.0
1
0.6%
53.0
20
12.8%
LARGEST VALUES
135.0
1
0.6%
116.0
2
1.3%
112.0
1
0.6%
87.0
1
0.6%
82.0
16
10.3%
81.0
41
26.3%
80.0
1
0.6%
79.0
1
0.6%
75.0
2
1.3%
67.0
3
1.9%
60.0
3
1.9%
58.0
1
0.6%
56.0
1
0.6%
54.0
6
3.8%
53.0
20
12.8%
Master_msaldototal
MISSING:
2,618
(33%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_msaldopesos
1.00
Master_mpagominimo
0.97
Visa_mpagominimo
0.80
Visa_msaldopesos
0.76
Visa_msaldototal
0.76
mactivos_margen
0.67
mrentabilidad
0.66
mrentabilidad_annual
0.34
mprestamos_personales
0.12
cprestamos_personales
0.10
Master_Finiciomora
0.10
Master_mlimitecompra
0.10
foto_mes
-0.09
Visa_Finiciomora
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_delinquency
0.28
Master_status
0.19
Visa_delinquency
0.15
Visa_status
0.15
ctarjeta_master_debitos_automaticos
0.08
tpaquete3
0.07
ctarjeta_visa
0.07
mdescubierto_preacordado
0.07
ccajas_depositos
0.07
ctarjeta_master
0.06
cseguro_accidentes_personales
0.05
ccaja_ahorro
0.05
ccheques_depositados_rechazados
0.05
active_quarter
0.04
MOST FREQUENT VALUES
0.0
4,125
77.0%
352.84
5
<0.1%
520.65
3
<0.1%
556.93
3
<0.1%
452.79
3
<0.1%
-0.01
3
<0.1%
526.89
3
<0.1%
563.61
3
<0.1%
-0.39
2
<0.1%
-0.15
2
<0.1%
458.21
2
<0.1%
234.0
2
<0.1%
-0.53
2
<0.1%
-0.66
2
<0.1%
-0.21
2
<0.1%
SMALLEST VALUES
-132184.69
1
<0.1%
-126975.09
1
<0.1%
-121519.45
1
<0.1%
-78749.77
1
<0.1%
-60994.65
1
<0.1%
-30001.79
1
<0.1%
-27294.28
1
<0.1%
-27192.6
1
<0.1%
-25568.02
1
<0.1%
-20252.54
1
<0.1%
-19062.08
1
<0.1%
-12453.84
1
<0.1%
-11710.37
1
<0.1%
-11273.33
1
<0.1%
-9908.58
1
<0.1%
LARGEST VALUES
6422818.29
1
<0.1%
1107676.17
1
<0.1%
1009794.28
1
<0.1%
964957.17
1
<0.1%
814727.48
1
<0.1%
657648.56
1
<0.1%
638056.22
1
<0.1%
589899.23
1
<0.1%
531610.39
1
<0.1%
528191.98
1
<0.1%
527723.69
1
<0.1%
522945.69
1
<0.1%
518511.18
1
<0.1%
517240.36
1
<0.1%
504169.84
1
<0.1%
Master_msaldopesos
MISSING:
2,618
(33%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_msaldototal
1.00
Master_mpagominimo
0.97
Visa_mpagominimo
0.80
Visa_msaldopesos
0.76
Visa_msaldototal
0.76
mactivos_margen
0.68
mrentabilidad
0.66
mrentabilidad_annual
0.34
mprestamos_personales
0.12
cprestamos_personales
0.10
Master_Finiciomora
0.10
Master_mlimitecompra
0.10
foto_mes
-0.09
Visa_Finiciomora
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_delinquency
0.28
Master_status
0.19
Visa_delinquency
0.15
Visa_status
0.15
ctarjeta_master_debitos_automaticos
0.08
ctarjeta_visa
0.07
tpaquete3
0.07
mdescubierto_preacordado
0.07
ccajas_depositos
0.07
ctarjeta_master
0.06
cseguro_accidentes_personales
0.05
ccaja_ahorro
0.05
ccheques_depositados_rechazados
0.05
active_quarter
0.04
MOST FREQUENT VALUES
0.0
4,140
77.3%
352.84
5
<0.1%
520.65
3
<0.1%
-0.01
3
<0.1%
556.93
3
<0.1%
526.89
3
<0.1%
452.79
3
<0.1%
563.61
3
<0.1%
-0.21
2
<0.1%
-0.39
2
<0.1%
-70.2
2
<0.1%
234.0
2
<0.1%
-0.15
2
<0.1%
-0.66
2
<0.1%
-0.53
2
<0.1%
SMALLEST VALUES
-132184.69
1
<0.1%
-129629.06
1
<0.1%
-121611.06
1
<0.1%
-78749.77
1
<0.1%
-60994.65
1
<0.1%
-30001.79
1
<0.1%
-27294.28
1
<0.1%
-27192.6
1
<0.1%
-25568.02
1
<0.1%
-20252.54
1
<0.1%
-19062.08
1
<0.1%
-12453.84
1
<0.1%
-11273.33
1
<0.1%
-9908.58
1
<0.1%
-9308.04
1
<0.1%
LARGEST VALUES
6422818.29
1
<0.1%
1107676.17
1
<0.1%
1009794.28
1
<0.1%
964957.17
1
<0.1%
814727.48
1
<0.1%
657648.56
1
<0.1%
638056.22
1
<0.1%
589899.23
1
<0.1%
531610.39
1
<0.1%
528191.98
1
<0.1%
527723.69
1
<0.1%
522945.69
1
<0.1%
518511.18
1
<0.1%
517240.36
1
<0.1%
504169.84
1
<0.1%
Master_msaldodolares
MISSING:
2,618
(33%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_mconsumosdolares
0.98
mcuenta_debitos_automaticos
0.73
Master_mconsumospesos
0.35
Master_mconsumototal
0.35
minversion2
0.31
mtarjeta_master_consumo
0.30
Visa_msaldodolares
0.26
Visa_mconsumosdolares
0.24
mtarjeta_visa_consumo
0.19
Visa_mconsumospesos
0.19
Visa_mconsumototal
0.19
Visa_mpagospesos
-0.18
Visa_mfinanciacion_limite
0.14
Visa_mlimitecompra
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
minversion1_dolares
0.74
cinversion1
0.28
cinversion2
0.17
ctarjeta_master_debitos_automaticos
0.06
ctarjeta_master_descuentos
0.04
ctarjeta_master
0.03
ctarjeta_visa_descuentos
0.03
thomebanking
0.02
ctarjeta_visa
0.02
ctarjeta_debito
0.02
tpaquete1
0.02
active_quarter
0.02
Visa_status
0.01
tpaquete4
0.01
MOST FREQUENT VALUES
0.0
5,255
98.1%
1464.85
1
<0.1%
-48.71
1
<0.1%
2160.25
1
<0.1%
-8760.66
1
<0.1%
-141.76
1
<0.1%
92.52
1
<0.1%
262.11
1
<0.1%
286.75
1
<0.1%
1569.73
1
<0.1%
-3100.5
1
<0.1%
12895.9
1
<0.1%
24437.49
1
<0.1%
701.7
1
<0.1%
69.77
1
<0.1%
SMALLEST VALUES
-23915.27
1
<0.1%
-8760.66
1
<0.1%
-8230.22
1
<0.1%
-4729.86
1
<0.1%
-3100.5
1
<0.1%
-2965.76
1
<0.1%
-2603.95
1
<0.1%
-1536.73
1
<0.1%
-1339.96
1
<0.1%
-1161.04
1
<0.1%
-1113.06
1
<0.1%
-763.84
1
<0.1%
-623.66
1
<0.1%
-474.17
1
<0.1%
-435.48
1
<0.1%
LARGEST VALUES
117789.6
1
<0.1%
78597.1
1
<0.1%
39793.61
1
<0.1%
27255.22
1
<0.1%
26217.53
1
<0.1%
24437.49
1
<0.1%
18691.59
1
<0.1%
16333.31
1
<0.1%
12895.9
1
<0.1%
8669.86
1
<0.1%
7199.39
1
<0.1%
6088.86
1
<0.1%
5998.4
1
<0.1%
5855.52
1
<0.1%
4460.39
1
<0.1%
Master_mconsumospesos
MISSING:
6,736
(84%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_mconsumototal
1.00
mtarjeta_master_consumo
0.71
Master_mpagado
0.50
Master_cconsumos
0.47
Master_mpagospesos
-0.45
mttarjeta_master_debitos_automaticos
0.39
Master_mconsumosdolares
0.37
Visa_mconsumospesos
0.36
Visa_mconsumototal
0.36
Master_msaldodolares
0.35
Visa_mpagospesos
-0.35
ctarjeta_master_transacciones
0.35
mtarjeta_visa_consumo
0.34
Visa_mpagado
0.33

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_master_debitos_automaticos
0.28
minversion1_dolares
0.20
ctarjeta_master_descuentos
0.10
cinversion1
0.07
mtarjeta_master_descuentos
0.06
ctarjeta_master
0.06
tmobile_app
0.05
thomebanking
0.05
Visa_madelantopesos
0.05
ccajas_extracciones
0.05
cinversion2
0.04
ctarjeta_visa_descuentos
0.04
ctarjeta_visa
0.04
ccajas_transacciones
0.04
MOST FREQUENT VALUES
0.0
669
54.0%
348.66
24
1.9%
452.79
18
1.5%
520.65
16
1.3%
556.93
6
0.5%
677.69
4
0.3%
556.94
3
0.2%
708.03
3
0.2%
351.0
2
0.2%
210.6
2
0.2%
234.0
2
0.2%
905.58
2
0.2%
85.64
2
0.2%
1053.0
2
0.2%
117.0
2
0.2%
SMALLEST VALUES
-12168.0
1
<0.1%
-1057.53
1
<0.1%
-631.44
1
<0.1%
0.0
669
54.0%
2.34
1
<0.1%
12.55
1
<0.1%
31.69
1
<0.1%
58.5
1
<0.1%
63.39
1
<0.1%
65.8
1
<0.1%
66.69
1
<0.1%
69.79
1
<0.1%
71.56
1
<0.1%
73.6
1
<0.1%
74.4
1
<0.1%
LARGEST VALUES
362655.49
1
<0.1%
308071.7
1
<0.1%
121468.27
1
<0.1%
115565.77
1
<0.1%
97638.82
1
<0.1%
92428.83
1
<0.1%
82427.71
1
<0.1%
79935.53
1
<0.1%
79832.42
1
<0.1%
77664.82
1
<0.1%
75695.49
1
<0.1%
68794.2
1
<0.1%
59816.25
1
<0.1%
59373.8
1
<0.1%
58024.75
1
<0.1%
Master_mconsumosdolares
MISSING:
6,736
(84%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_msaldodolares
0.98
mcuenta_debitos_automaticos
0.72
minversion2
0.66
Master_mconsumospesos
0.37
Master_mconsumototal
0.37
mtarjeta_master_consumo
0.30
Visa_msaldodolares
0.30
Visa_mconsumosdolares
0.28
Visa_mfinanciacion_limite
0.26
mpagomiscuentas
0.25
Visa_mlimitecompra
0.25
mtarjeta_visa_consumo
0.22
Visa_mconsumospesos
0.22
Visa_mconsumototal
0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
minversion1_dolares
0.72
cinversion1
0.27
cinversion2
0.16
ctarjeta_master_debitos_automaticos
0.06
ctarjeta_master_descuentos
0.05
ctarjeta_visa_descuentos
0.03
ctarjeta_master
0.03
thomebanking
0.02
ctarjeta_visa
0.02
tpaquete1
0.02
ccomisiones_mantenimiento
0.02
ccaja_seguridad
0.02
ctarjeta_debito
0.02
tpaquete4
0.01
MOST FREQUENT VALUES
0.0
1,162
93.9%
1.15
17
1.4%
3.49
10
0.8%
17.5
2
0.2%
2.28
2
0.2%
17.53
1
<0.1%
509.65
1
<0.1%
15.31
1
<0.1%
11.7
1
<0.1%
338.18
1
<0.1%
175.38
1
<0.1%
23.38
1
<0.1%
30.24
1
<0.1%
9.33
1
<0.1%
70.18
1
<0.1%
SMALLEST VALUES
0.0
1,162
93.9%
1.15
17
1.4%
2.28
2
0.2%
2.84
1
<0.1%
3.49
10
0.8%
5.21
1
<0.1%
5.41
1
<0.1%
5.85
1
<0.1%
6.84
1
<0.1%
6.99
1
<0.1%
7.6
1
<0.1%
8.17
1
<0.1%
8.76
1
<0.1%
9.33
1
<0.1%
9.94
1
<0.1%
LARGEST VALUES
1456.17
1
<0.1%
1018.55
1
<0.1%
509.65
1
<0.1%
451.91
1
<0.1%
375.93
1
<0.1%
338.18
1
<0.1%
232.83
1
<0.1%
208.38
1
<0.1%
175.38
1
<0.1%
145.62
1
<0.1%
143.89
1
<0.1%
91.16
1
<0.1%
83.67
1
<0.1%
83.01
1
<0.1%
70.18
1
<0.1%
Master_mlimitecompra
MISSING:
2,618
(33%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_mfinanciacion_limite
0.95
Visa_mlimitecompra
0.87
Visa_mfinanciacion_limite
0.84
cproductos
0.22
Master_mconsumosdolares
0.19
mttarjeta_visa_debitos_automaticos
0.18
Master_mconsumospesos
0.17
Master_mconsumototal
0.17
mrentabilidad_annual
0.17
Visa_mconsumospesos
0.17
Visa_mconsumototal
0.17
Master_Finiciomora
-0.17
Master_fechaalta
0.16
Visa_mpagospesos
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_master
0.29
ctarjeta_visa
0.21
mdescubierto_preacordado
0.16
ctarjeta_master_debitos_automaticos
0.13
thomebanking
0.13
minversion1_dolares
0.13
ccaja_seguridad
0.13
tpaquete1
0.11
cprestamos_prendarios
0.09
Master_status
0.08
ctarjeta_debito
0.08
mtarjeta_master_descuentos
0.08
ccuenta_corriente
0.08
cinversion1
0.07
MOST FREQUENT VALUES
70200.0
828
15.5%
280800.0
604
11.3%
98280.0
547
10.2%
196560.0
422
7.9%
140400.0
395
7.4%
112320.0
323
6.0%
56160.0
248
4.6%
84240.0
229
4.3%
224640.0
198
3.7%
786240.0
186
3.5%
393120.0
104
1.9%
35100.0
100
1.9%
49140.0
99
1.8%
336960.0
86
1.6%
561600.0
82
1.5%
SMALLEST VALUES
1965.6
2
<0.1%
2948.4
1
<0.1%
4738.5
7
0.1%
5686.2
5
<0.1%
7020.0
5
<0.1%
8775.0
19
0.4%
10530.0
6
0.1%
12285.0
11
0.2%
14040.0
9
0.2%
17550.0
23
0.4%
21060.0
12
0.2%
24570.0
13
0.2%
28080.0
78
1.5%
35100.0
100
1.9%
42120.0
33
0.6%
LARGEST VALUES
4213430.67
1
<0.1%
4067062.27
1
<0.1%
3584277.21
1
<0.1%
3495875.76
3
<0.1%
3486053.37
2
<0.1%
3442745.59
2
<0.1%
3404349.0
1
<0.1%
3282908.61
1
<0.1%
3218490.14
1
<0.1%
3132447.55
3
<0.1%
3056100.84
1
<0.1%
3009593.34
1
<0.1%
2983995.61
1
<0.1%
2961002.3
2
<0.1%
2913229.8
4
<0.1%
Master_madelantopesos
MISSING:
6,736
(84%)
TOP CATEGORIES
0.0
1,233
>99%
17550.0
2
<1%
14040.0
2
<1%
11700.0
1
<1%
ALL
1,238
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Master_madelantopesos
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
Master_cadelantosefectivo
0.97
Visa_madelantopesos
0.35
Visa_cadelantosefectivo
0.32
ctarjeta_visa_descuentos
0.02
cinversion1
0.01
ctarjeta_master_debitos_automaticos
0.00
ccajas_extracciones
0.00
Master_delinquency
0.00
tpaquete3
0.00
tmobile_app
0.00

THESE FEATURES
GIVE INFORMATION
ON Master_madelantopesos:
Master_cadelantosefectivo
1.00
Visa_madelantopesos
0.58
Visa_cadelantosefectivo
0.49
ctarjeta_master_debitos_automaticos
0.15
ctarjeta_master
0.15
tmobile_app
0.15
ctarjeta_visa_descuentos
0.13
ccajas_extracciones
0.12
ctarjeta_debito
0.11
tcallcenter
0.10
internet
0.08
cinversion1
0.08
ccajas_transacciones
0.07
cseguro_vida
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_madelantopesos
CORRELATION RATIO WITH...
cmobile_app_trx
0.13
ctarjeta_master_transacciones
0.11
ctarjeta_visa_transacciones
0.10
mtarjeta_master_consumo
0.08
catm_trx
0.06
cprestamos_personales
0.06
cextraccion_autoservicio
0.06
mtarjeta_visa_consumo
0.05
ccallcenter_transacciones
0.05
Visa_cconsumos
0.05
mcaja_ahorro
0.04
ctrx_quarter
0.04
mpasivos_margen
0.04
ccomisiones_otras
0.04
Master_madelantodolares
MISSING:
6,736
(84%)
TOP CATEGORIES
0.0
1,238
100%
ALL
1,238
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Master_madelantodolares
PROVIDES INFORMATION ON...
tpaquete2
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
mtarjeta_master_descuentos
0.00
mplazo_fijo_pesos
0.00
minversion1_dolares
0.00
Visa_cadelantosefectivo
0.00
Visa_madelantopesos
0.00
ccajeros_propios_descuentos
0.00
cprestamos_prendarios
0.00
tpaquete4
0.00
Visa_delinquency
0.00
ctarjeta_master_debitos_automaticos
0.00
cforex_buy
0.00

THESE FEATURES
GIVE INFORMATION
ON Master_madelantodolares:
active_quarter
1.00
cliente_vip
1.00
internet
1.00
tpaquete1
1.00
tpaquete2
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00
ctarjeta_debito
1.00
ctarjeta_visa
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_madelantodolares
CORRELATION RATIO WITH...
numero_de_cliente
0.00
foto_mes
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
cproductos
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
Master_fultimo_cierre
MISSING:
2,622
(33%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_Fvencimiento
0.32
Visa_Finiciomora
-0.23
Visa_fultimo_cierre
0.20
Master_Finiciomora
-0.14
mprestamos_personales
0.09
Master_fechaalta
0.09
cliente_antiguedad
0.08
Visa_fechaalta
0.04
numero_de_cliente
-0.04
Visa_mlimitecompra
0.04
mcomisiones_mantenimiento
0.02
Master_mlimitecompra
-0.02
Master_mfinanciacion_limite
-0.02
Master_cconsumos
0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cinversion1
0.13
ctarjeta_visa
0.08
cinversion2
0.04
Master_status
0.04
ctarjeta_master
0.03
Visa_status
0.03
ctarjeta_debito
0.02
ccomisiones_mantenimiento
0.02
tpaquete3
0.02
thomebanking
0.01
ccajas_extracciones
0.01
ccaja_ahorro
0.01
cseguro_vivienda
0.01
ccajas_transacciones
0.01
MOST FREQUENT VALUES
2.0
861
16.1%
3.0
804
15.0%
5.0
795
14.9%
-1.0
442
8.3%
0.0
381
7.1%
4.0
343
6.4%
1.0
295
5.5%
6.0
263
4.9%
9.0
185
3.5%
12.0
178
3.3%
10.0
147
2.7%
7.0
93
1.7%
24.0
92
1.7%
11.0
57
1.1%
26.0
57
1.1%
SMALLEST VALUES
-1.0
442
8.3%
0.0
381
7.1%
1.0
295
5.5%
2.0
861
16.1%
3.0
804
15.0%
4.0
343
6.4%
5.0
795
14.9%
6.0
263
4.9%
7.0
93
1.7%
8.0
50
0.9%
9.0
185
3.5%
10.0
147
2.7%
11.0
57
1.1%
12.0
178
3.3%
13.0
54
1.0%
LARGEST VALUES
4758.0
1
<0.1%
4577.0
1
<0.1%
2774.0
1
<0.1%
2259.0
1
<0.1%
1346.0
1
<0.1%
1227.0
1
<0.1%
1097.0
1
<0.1%
1010.0
1
<0.1%
861.0
1
<0.1%
851.0
1
<0.1%
804.0
1
<0.1%
759.0
1
<0.1%
703.0
1
<0.1%
680.0
1
<0.1%
674.0
1
<0.1%
Master_mpagado
MISSING:
2,618
(33%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_mconsumospesos
0.50
Master_mconsumototal
0.50
Visa_mpagado
0.33
mttarjeta_master_debitos_automaticos
0.18
mprestamos_personales
0.14
Master_mconsumosdolares
0.13
Master_msaldodolares
0.12
Master_cconsumos
0.12
mtransferencias_recibidas
0.11
Master_Finiciomora
-0.10
Visa_msaldopesos
0.09
Visa_msaldototal
0.09
Visa_mpagominimo
0.09
Visa_mlimitecompra
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_master_debitos_automaticos
0.09
cliente_vip
0.07
ctarjeta_master_descuentos
0.06
mtarjeta_master_descuentos
0.06
Master_cadelantosefectivo
0.06
Master_madelantopesos
0.04
minversion1_dolares
0.04
ccajas_extracciones
0.04
Master_status
0.04
Visa_status
0.03
ccajas_transacciones
0.03
tmobile_app
0.03
cseguro_vida
0.03
ccajas_depositos
0.02
MOST FREQUENT VALUES
0.0
5,228
97.6%
11700.0
3
<0.1%
556.93
2
<0.1%
234.0
2
<0.1%
5850.0
2
<0.1%
7186.19
1
<0.1%
3627.0
1
<0.1%
197434.5
1
<0.1%
105.3
1
<0.1%
10880.61
1
<0.1%
867.32
1
<0.1%
421.2
1
<0.1%
15886.28
1
<0.1%
31999.5
1
<0.1%
4036.5
1
<0.1%
SMALLEST VALUES
0.0
5,228
97.6%
0.58
1
<0.1%
1.8
1
<0.1%
3.97
1
<0.1%
23.4
1
<0.1%
58.5
1
<0.1%
61.16
1
<0.1%
105.3
1
<0.1%
118.4
1
<0.1%
152.1
1
<0.1%
153.57
1
<0.1%
157.95
1
<0.1%
187.2
1
<0.1%
234.0
2
<0.1%
285.99
1
<0.1%
LARGEST VALUES
405405.0
1
<0.1%
199514.25
1
<0.1%
197434.5
1
<0.1%
150930.0
1
<0.1%
137458.1
1
<0.1%
50236.16
1
<0.1%
41535.0
1
<0.1%
33380.1
1
<0.1%
32060.81
1
<0.1%
31999.5
1
<0.1%
24928.79
1
<0.1%
24219.0
1
<0.1%
23491.7
1
<0.1%
21370.05
1
<0.1%
19397.65
1
<0.1%
Master_mpagospesos
MISSING:
6,736
(84%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_mpagospesos
0.58
mtarjeta_master_consumo
-0.52
Master_mconsumospesos
-0.45
Master_mconsumototal
-0.45
mautoservicio
-0.39
Visa_mpagado
-0.31
mtarjeta_visa_consumo
-0.31
ctrx_quarter
-0.27
ctarjeta_master_transacciones
-0.26
Master_cconsumos
-0.26
Visa_msaldodolares
-0.25
Master_Finiciomora
0.24
Visa_mconsumospesos
-0.24
Visa_mconsumototal
-0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_visa_descuentos
0.21
ctarjeta_master_debitos_automaticos
0.19
minversion1_dolares
0.12
ccajas_depositos
0.11
ccaja_ahorro
0.10
cseguro_auto
0.08
tmobile_app
0.08
thomebanking
0.07
ccajas_transacciones
0.07
tpaquete3
0.07
Master_status
0.06
ctarjeta_master_descuentos
0.05
ccaja_seguridad
0.05
Visa_status
0.05
MOST FREQUENT VALUES
0.0
468
37.8%
-1170.0
5
0.4%
-352.84
5
0.4%
-563.61
4
0.3%
-458.21
4
0.3%
-23400.0
4
0.3%
-5850.0
4
0.3%
-22230.0
4
0.3%
-10530.0
4
0.3%
-452.79
4
0.3%
-17550.0
3
0.2%
-11.7
3
0.2%
-7020.0
3
0.2%
-3510.0
3
0.2%
-117.0
3
0.2%
SMALLEST VALUES
-777701.9
1
<0.1%
-471123.9
1
<0.1%
-335717.96
1
<0.1%
-302091.87
1
<0.1%
-264732.65
1
<0.1%
-238064.58
1
<0.1%
-219960.0
1
<0.1%
-203120.88
1
<0.1%
-186575.76
1
<0.1%
-158077.55
1
<0.1%
-152458.94
1
<0.1%
-141715.2
1
<0.1%
-138907.96
1
<0.1%
-128700.0
1
<0.1%
-124371.0
1
<0.1%
LARGEST VALUES
96706.81
1
<0.1%
8137.27
1
<0.1%
1773.79
1
<0.1%
625.95
1
<0.1%
106.18
1
<0.1%
0.0
468
37.8%
-0.01
1
<0.1%
-0.08
1
<0.1%
-0.11
1
<0.1%
-0.7
1
<0.1%
-1.22
1
<0.1%
-2.34
3
0.2%
-2.83
1
<0.1%
-3.61
1
<0.1%
-5.46
1
<0.1%
Master_mpagosdolares
MISSING:
6,736
(84%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mtarjeta_visa_descuentos
0.40
Master_mpagospesos
-0.23
ctarjeta_master_transacciones
0.18
Master_cconsumos
0.17
Visa_cconsumos
0.11
Visa_Finiciomora
0.10
mtarjeta_master_consumo
0.07
cmobile_app_trx
0.07
ctrx_quarter
0.07
mttarjeta_master_debitos_automaticos
0.06
ctarjeta_visa_transacciones
0.06
foto_mes
0.06
Master_mconsumospesos
0.05
Master_mconsumototal
0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_visa_descuentos
0.84
ctarjeta_master_debitos_automaticos
0.09
tpaquete3
0.03
ccajas_extracciones
0.03
ccaja_ahorro
0.02
thomebanking
0.02
ctarjeta_master
0.02
ctarjeta_visa
0.01
ccajas_transacciones
0.01
mdescubierto_preacordado
0.01
cseguro_vida
0.01
active_quarter
0.01
ctarjeta_debito
0.01
Visa_status
0.01
MOST FREQUENT VALUES
0.0
1,197
96.7%
1.15
6
0.5%
1.17
4
0.3%
3.49
3
0.2%
0.01
1
<0.1%
0.11
1
<0.1%
21.09
1
<0.1%
1872.51
1
<0.1%
16.54
1
<0.1%
9.38
1
<0.1%
1207.55
1
<0.1%
13.85
1
<0.1%
8.27
1
<0.1%
35.1
1
<0.1%
48.36
1
<0.1%
SMALLEST VALUES
0.0
1,197
96.7%
0.01
1
<0.1%
0.11
1
<0.1%
1.15
6
0.5%
1.17
4
0.3%
3.31
1
<0.1%
3.49
3
0.2%
3.51
1
<0.1%
3.54
1
<0.1%
6.71
1
<0.1%
6.99
1
<0.1%
7.69
1
<0.1%
7.9
1
<0.1%
8.27
1
<0.1%
8.76
1
<0.1%
LARGEST VALUES
1872.51
1
<0.1%
1207.55
1
<0.1%
192.57
1
<0.1%
56.74
1
<0.1%
55.59
1
<0.1%
48.36
1
<0.1%
35.1
1
<0.1%
23.37
1
<0.1%
21.09
1
<0.1%
20.43
1
<0.1%
18.7
1
<0.1%
16.54
1
<0.1%
15.5
1
<0.1%
13.85
1
<0.1%
11.81
1
<0.1%
Master_fechaalta
MISSING:
2,618
(33%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_fechaalta
0.78
cliente_antiguedad
0.72
numero_de_cliente
-0.48
Master_Fvencimiento
0.32
cliente_edad
0.27
Visa_mlimitecompra
0.21
Visa_mfinanciacion_limite
0.20
ccomisiones_otras
0.18
Master_Finiciomora
-0.17
ctarjeta_visa_debitos_automaticos
0.17
Master_mlimitecompra
0.16
Master_mfinanciacion_limite
0.15
Visa_Finiciomora
-0.15
mttarjeta_visa_debitos_automaticos
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_master
0.42
ctarjeta_visa
0.28
ctarjeta_master_debitos_automaticos
0.22
mdescubierto_preacordado
0.21
Master_status
0.18
thomebanking
0.17
ccomisiones_mantenimiento
0.13
active_quarter
0.13
ctarjeta_debito
0.12
internet
0.10
Visa_status
0.10
cseguro_vivienda
0.09
tcuentas
0.08
cinversion2
0.07
MOST FREQUENT VALUES
337.0
10
0.2%
263.0
8
0.1%
461.0
8
0.1%
480.0
7
0.1%
272.0
7
0.1%
1993.0
7
0.1%
1308.0
7
0.1%
136.0
7
0.1%
291.0
7
0.1%
1476.0
7
0.1%
315.0
7
0.1%
308.0
6
0.1%
227.0
6
0.1%
908.0
6
0.1%
201.0
6
0.1%
SMALLEST VALUES
1.0
2
<0.1%
2.0
2
<0.1%
4.0
4
<0.1%
7.0
5
<0.1%
8.0
2
<0.1%
9.0
3
<0.1%
10.0
1
<0.1%
11.0
1
<0.1%
12.0
2
<0.1%
13.0
3
<0.1%
14.0
2
<0.1%
15.0
2
<0.1%
16.0
1
<0.1%
17.0
1
<0.1%
18.0
4
<0.1%
LARGEST VALUES
7466.0
1
<0.1%
7462.0
5
<0.1%
7451.0
1
<0.1%
7436.0
1
<0.1%
7432.0
5
<0.1%
7424.0
1
<0.1%
7405.0
3
<0.1%
7401.0
4
<0.1%
7394.0
2
<0.1%
7390.0
2
<0.1%
7375.0
1
<0.1%
7371.0
2
<0.1%
7363.0
2
<0.1%
7359.0
1
<0.1%
7344.0
1
<0.1%
Master_mconsumototal
MISSING:
6,736
(84%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_mconsumospesos
1.00
mtarjeta_master_consumo
0.71
Master_mpagado
0.50
Master_cconsumos
0.47
Master_mpagospesos
-0.45
mttarjeta_master_debitos_automaticos
0.39
Master_mconsumosdolares
0.37
Visa_mconsumospesos
0.36
Visa_mconsumototal
0.36
Master_msaldodolares
0.35
Visa_mpagospesos
-0.35
ctarjeta_master_transacciones
0.35
mtarjeta_visa_consumo
0.34
Visa_mpagado
0.33

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_master_debitos_automaticos
0.28
minversion1_dolares
0.20
ctarjeta_master_descuentos
0.10
cinversion1
0.07
mtarjeta_master_descuentos
0.06
ctarjeta_master
0.06
tmobile_app
0.05
thomebanking
0.05
Visa_madelantopesos
0.05
ccajas_extracciones
0.05
cinversion2
0.04
ctarjeta_visa_descuentos
0.04
ctarjeta_visa
0.04
ccajas_transacciones
0.04
MOST FREQUENT VALUES
0.0
669
54.0%
348.66
24
1.9%
452.79
18
1.5%
520.65
16
1.3%
556.93
6
0.5%
677.69
4
0.3%
556.94
3
0.2%
708.03
3
0.2%
351.0
2
0.2%
210.6
2
0.2%
234.0
2
0.2%
905.58
2
0.2%
85.64
2
0.2%
1053.0
2
0.2%
117.0
2
0.2%
SMALLEST VALUES
-12168.0
1
<0.1%
-1057.53
1
<0.1%
-631.44
1
<0.1%
0.0
669
54.0%
2.34
1
<0.1%
12.55
1
<0.1%
31.69
1
<0.1%
58.5
1
<0.1%
63.39
1
<0.1%
65.8
1
<0.1%
66.69
1
<0.1%
69.79
1
<0.1%
71.56
1
<0.1%
73.6
1
<0.1%
74.4
1
<0.1%
LARGEST VALUES
362655.49
1
<0.1%
308071.7
1
<0.1%
121468.27
1
<0.1%
115565.77
1
<0.1%
97638.82
1
<0.1%
92428.83
1
<0.1%
82427.71
1
<0.1%
79935.53
1
<0.1%
79832.42
1
<0.1%
77664.82
1
<0.1%
75695.49
1
<0.1%
68794.2
1
<0.1%
59816.25
1
<0.1%
59373.8
1
<0.1%
58024.75
1
<0.1%
Master_cconsumos
MISSING:
6,736
(84%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctarjeta_master_transacciones
0.66
Master_mconsumospesos
0.47
Master_mconsumototal
0.47
mtarjeta_master_consumo
0.44
ctrx_quarter
0.34
Visa_cconsumos
0.30
Master_Finiciomora
-0.28
ctarjeta_visa_transacciones
0.26
mttarjeta_master_debitos_automaticos
0.26
Master_mpagospesos
-0.26
Visa_Finiciomora
-0.25
ccomisiones_otras
0.24
ctarjeta_visa_debitos_automaticos
0.22
ctransferencias_emitidas
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_master_debitos_automaticos
0.51
ctarjeta_master_descuentos
0.27
mtarjeta_master_descuentos
0.22
cforex_buy
0.11
tmobile_app
0.09
ctarjeta_master
0.09
thomebanking
0.09
Visa_madelantopesos
0.08
Visa_cadelantosefectivo
0.08
ctarjeta_visa_descuentos
0.08
minversion1_dolares
0.07
mcuenta_corriente_adicional
0.07
internet
0.07
cforex
0.07
MOST FREQUENT VALUES
0.0
669
54.0%
1.0
294
23.7%
2.0
98
7.9%
3.0
42
3.4%
4.0
35
2.8%
6.0
21
1.7%
5.0
18
1.5%
7.0
12
1.0%
8.0
11
0.9%
9.0
9
0.7%
11.0
4
0.3%
10.0
4
0.3%
13.0
3
0.2%
14.0
2
0.2%
12.0
2
0.2%
SMALLEST VALUES
0.0
669
54.0%
1.0
294
23.7%
2.0
98
7.9%
3.0
42
3.4%
4.0
35
2.8%
5.0
18
1.5%
6.0
21
1.7%
7.0
12
1.0%
8.0
11
0.9%
9.0
9
0.7%
10.0
4
0.3%
11.0
4
0.3%
12.0
2
0.2%
13.0
3
0.2%
14.0
2
0.2%
LARGEST VALUES
39.0
1
<0.1%
33.0
1
<0.1%
30.0
1
<0.1%
26.0
1
<0.1%
24.0
1
<0.1%
23.0
1
<0.1%
22.0
1
<0.1%
21.0
1
<0.1%
20.0
2
0.2%
18.0
1
<0.1%
17.0
1
<0.1%
16.0
1
<0.1%
15.0
1
<0.1%
14.0
2
0.2%
13.0
3
0.2%
Master_cadelantosefectivo
MISSING:
6,736
(84%)
TOP CATEGORIES
0.0
1,233
>99%
6.0
2
<1%
3.0
1
<1%
11.0
1
<1%
5.0
1
<1%
ALL
1,238
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Master_cadelantosefectivo
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantopesos
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
Visa_madelantopesos
0.37
Visa_cadelantosefectivo
0.34
ctarjeta_visa_descuentos
0.02
cinversion1
0.01
ctarjeta_master_debitos_automaticos
0.00
ccajas_extracciones
0.00
Master_delinquency
0.00
tpaquete3
0.00
cseguro_vida
0.00

THESE FEATURES
GIVE INFORMATION
ON Master_cadelantosefectivo:
Master_madelantopesos
0.97
Visa_madelantopesos
0.59
Visa_cadelantosefectivo
0.50
ctarjeta_master_debitos_automaticos
0.18
ctarjeta_visa_descuentos
0.15
ctarjeta_master
0.15
tmobile_app
0.14
ccajas_extracciones
0.14
ctarjeta_debito
0.14
cinversion1
0.10
tcallcenter
0.10
ccajas_transacciones
0.10
cseguro_vida
0.09
internet
0.08

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_cadelantosefectivo
CORRELATION RATIO WITH...
cmobile_app_trx
0.14
ctarjeta_master_transacciones
0.11
ctarjeta_visa_transacciones
0.11
mtarjeta_master_consumo
0.08
ccallcenter_transacciones
0.07
cprestamos_personales
0.06
catm_trx
0.06
mtarjeta_visa_consumo
0.06
cextraccion_autoservicio
0.06
Master_mpagado
0.06
Visa_cconsumos
0.06
minversion1_pesos
0.05
Visa_mfinanciacion_limite
0.05
ctarjeta_visa_debitos_automaticos
0.05
Master_mpagominimo
MISSING:
2,618
(33%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_msaldopesos
0.97
Master_msaldototal
0.97
Visa_mpagominimo
0.81
mactivos_margen
0.69
Visa_msaldopesos
0.68
Visa_msaldototal
0.68
mrentabilidad
0.66
mrentabilidad_annual
0.30
Master_Finiciomora
0.14
Visa_Finiciomora
0.10
mprestamos_personales
0.09
foto_mes
-0.08
cprestamos_personales
0.07
Master_mlimitecompra
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_delinquency
0.23
Master_status
0.17
Visa_status
0.14
Visa_delinquency
0.13
mdescubierto_preacordado
0.07
ctarjeta_visa
0.06
ctarjeta_master
0.06
cseguro_accidentes_personales
0.05
tpaquete3
0.03
ctarjeta_master_debitos_automaticos
0.03
active_quarter
0.03
ccheques_depositados_rechazados
0.03
mtarjeta_master_descuentos
0.03
tcallcenter
0.02
MOST FREQUENT VALUES
0.0
4,501
84.0%
23.4
41
0.8%
11.7
38
0.7%
35.1
24
0.4%
117.0
18
0.3%
70.2
16
0.3%
46.8
15
0.3%
81.9
14
0.3%
105.3
13
0.2%
93.6
12
0.2%
152.1
10
0.2%
58.5
9
0.2%
280.8
9
0.2%
140.4
8
0.1%
128.7
8
0.1%
SMALLEST VALUES
0.0
4,501
84.0%
11.7
38
0.7%
23.4
41
0.8%
35.1
24
0.4%
46.8
15
0.3%
58.5
9
0.2%
70.2
16
0.3%
81.9
14
0.3%
93.6
12
0.2%
105.3
13
0.2%
117.0
18
0.3%
128.7
8
0.1%
140.4
8
0.1%
152.1
10
0.2%
163.8
2
<0.1%
LARGEST VALUES
6422808.6
1
<0.1%
1009791.9
1
<0.1%
964945.8
1
<0.1%
657645.3
1
<0.1%
589890.6
1
<0.1%
531601.2
1
<0.1%
528184.8
1
<0.1%
527716.8
1
<0.1%
518508.9
1
<0.1%
517233.6
1
<0.1%
504164.7
1
<0.1%
484239.6
1
<0.1%
481057.2
1
<0.1%
401508.9
1
<0.1%
363928.5
1
<0.1%
Visa_delinquency
MISSING:
1,903
(24%)
TOP CATEGORIES
0.0
5,753
95%
1.0
318
5%
ALL
6,071
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Visa_delinquency
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
Master_delinquency
0.32
Visa_status
0.08
mtarjeta_master_descuentos
0.06
Master_status
0.06
Master_madelantopesos
0.04
Master_cadelantosefectivo
0.04
Visa_madelantopesos
0.03
ctarjeta_master_descuentos
0.03
tpaquete3
0.03
Visa_cadelantosefectivo
0.02

THESE FEATURES
GIVE INFORMATION
ON Visa_delinquency:
Visa_status
0.30
Master_delinquency
0.18
Master_status
0.18
mdescubierto_preacordado
0.05
ctarjeta_visa
0.04
ctarjeta_master
0.04
tpaquete3
0.02
ccaja_ahorro
0.02
active_quarter
0.02
cseguro_accidentes_personales
0.01
internet
0.01
cseguro_vida
0.01
ctarjeta_master_debitos_automaticos
0.01
ccajas_depositos
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visa_delinquency
CORRELATION RATIO WITH...
Visa_Finiciomora
0.84
Master_Finiciomora
0.41
Visa_msaldopesos
0.30
Visa_msaldototal
0.30
Visa_mpagominimo
0.28
foto_mes
0.15
Master_msaldopesos
0.15
Master_msaldototal
0.15
Master_mpagominimo
0.13
cprestamos_personales
0.11
ccomisiones_otras
0.10
mprestamos_personales
0.10
mactivos_margen
0.09
mrentabilidad
0.08
Visa_status
MISSING:
1,903
(24%)
TOP CATEGORIES
0.0
4,815
79%
9.0
614
10%
7.0
340
6%
6.0
302
5%
ALL
6,071
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Visa_status
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
Master_status
0.62
Visa_delinquency
0.30
mplazo_fijo_pesos
0.26
Master_delinquency
0.23
ctarjeta_visa
0.22
mpayroll2
0.17
ctarjeta_master
0.15
mdescubierto_preacordado
0.14
cpayroll2_trx
0.11
Visa_madelantopesos
0.06

THESE FEATURES
GIVE INFORMATION
ON Visa_status:
Master_status
0.56
ctarjeta_visa
0.26
ctarjeta_master
0.18
mdescubierto_preacordado
0.15
Visa_delinquency
0.08
Master_delinquency
0.04
tcallcenter
0.03
thomebanking
0.02
tpaquete3
0.01
active_quarter
0.01
ccomisiones_mantenimiento
0.01
ccajas_transacciones
0.01
ccaja_ahorro
0.01
cseguro_vida
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visa_status
CORRELATION RATIO WITH...
Visa_Finiciomora
0.54
mactivos_margen
0.33
Master_Finiciomora
0.33
Visa_mpagominimo
0.32
mrentabilidad
0.31
Visa_msaldopesos
0.30
Visa_msaldototal
0.29
foto_mes
0.28
cproductos
0.25
mcuenta_corriente
0.23
mcuentas_saldo
0.16
ccallcenter_transacciones
0.15
mrentabilidad_annual
0.15
Master_msaldopesos
0.15
Visa_mfinanciacion_limite
MISSING:
1,903
(24%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_mlimitecompra
0.94
Master_mfinanciacion_limite
0.87
Master_mlimitecompra
0.84
Master_Finiciomora
-0.29
cproductos
0.28
Master_mconsumosdolares
0.26
Master_mconsumospesos
0.23
Master_mconsumototal
0.23
mttarjeta_visa_debitos_automaticos
0.21
Visa_Finiciomora
-0.21
Visa_mconsumospesos
0.20
Visa_mconsumototal
0.20
Master_fechaalta
0.20
Visa_fechaalta
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_visa
0.33
ctarjeta_master
0.30
mdescubierto_preacordado
0.25
thomebanking
0.17
ccaja_seguridad
0.15
minversion1_dolares
0.14
tpaquete1
0.12
ctarjeta_master_debitos_automaticos
0.12
Visa_status
0.12
Master_status
0.11
ctarjeta_debito
0.11
cprestamos_prendarios
0.10
cpagodeservicios
0.08
cinversion1
0.08
MOST FREQUENT VALUES
63180.0
681
11.2%
252720.0
678
11.2%
126360.0
588
9.7%
176904.0
553
9.1%
0.0
552
9.1%
88452.0
475
7.8%
101088.0
399
6.6%
202176.0
257
4.2%
75816.0
196
3.2%
50544.0
173
2.8%
353808.0
165
2.7%
151632.0
141
2.3%
505440.0
128
2.1%
303264.0
126
2.1%
1396362.24
72
1.2%
SMALLEST VALUES
0.0
552
9.1%
504.27
3
<0.1%
588.51
2
<0.1%
823.68
1
<0.1%
1579.5
2
<0.1%
3685.5
1
<0.1%
4738.5
1
<0.1%
5528.25
13
0.2%
6142.5
3
<0.1%
6318.0
5
<0.1%
7897.5
4
<0.1%
9477.0
2
<0.1%
11056.5
1
<0.1%
12285.0
1
<0.1%
12636.0
3
<0.1%
LARGEST VALUES
3792087.6
1
<0.1%
3670669.54
1
<0.1%
3146288.18
3
<0.1%
3137448.03
1
<0.1%
3063914.1
1
<0.1%
2979149.15
1
<0.1%
2836079.43
2
<0.1%
2708634.0
1
<0.1%
2621906.82
1
<0.1%
2618290.39
1
<0.1%
2614540.03
4
<0.1%
2580880.5
2
<0.1%
2496899.11
1
<0.1%
2475910.47
1
<0.1%
2462181.46
2
<0.1%
Visa_Fvencimiento
MISSING:
1,903
(24%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mpagodeservicios
-0.16
Visa_Finiciomora
-0.13
mcheques_emitidos
-0.10
cproductos
-0.09
catm_trx
-0.08
mautoservicio
-0.08
Master_Finiciomora
-0.08
matm
-0.07
mextraccion_autoservicio
-0.07
cextraccion_autoservicio
-0.06
ctrx_quarter
-0.06
ccuenta_debitos_automaticos
-0.06
mcuenta_corriente
-0.06
mtransferencias_emitidas
-0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_visa
0.51
cpagodeservicios
0.17
ccomisiones_mantenimiento
0.12
ctarjeta_debito
0.08
tpaquete1
0.06
ccaja_seguridad
0.05
ccajas_depositos
0.04
cseguro_vida
0.04
cseguro_accidentes_personales
0.03
ccaja_ahorro
0.03
ctarjeta_visa_descuentos
0.02
ctarjeta_master
0.02
cinversion1
0.02
cinversion2
0.02
MOST FREQUENT VALUES
-1825.0
138
2.3%
-2190.0
102
1.7%
-1856.0
102
1.7%
-1460.0
97
1.6%
-1764.0
95
1.6%
-1886.0
95
1.6%
-1917.0
93
1.5%
-2129.0
91
1.5%
-1186.0
80
1.3%
-1978.0
80
1.3%
-1094.0
77
1.3%
-1733.0
71
1.2%
-1795.0
65
1.1%
-1703.0
65
1.1%
-2037.0
62
1.0%
SMALLEST VALUES
-2914603.0
4
<0.1%
-2914574.0
2
<0.1%
-2914513.0
3
<0.1%
-2914482.0
4
<0.1%
-2914452.0
5
<0.1%
-2914421.0
3
<0.1%
-2914390.0
5
<0.1%
-2914360.0
4
<0.1%
-2914329.0
5
<0.1%
-2914299.0
1
<0.1%
-2221.0
29
0.5%
-2220.0
27
0.4%
-2219.0
3
<0.1%
-2191.0
9
0.1%
-2190.0
102
1.7%
LARGEST VALUES
4812.0
1
<0.1%
4689.0
1
<0.1%
4599.0
1
<0.1%
4597.0
1
<0.1%
4566.0
1
<0.1%
4141.0
1
<0.1%
1096.0
1
<0.1%
1037.0
1
<0.1%
1036.0
1
<0.1%
1005.0
1
<0.1%
977.0
1
<0.1%
975.0
2
<0.1%
913.0
2
<0.1%
883.0
1
<0.1%
824.0
1
<0.1%
Visa_Finiciomora
MISSING:
7,656
(96%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
foto_mes
-0.49
Master_Finiciomora
0.45
Visa_cconsumos
-0.39
Visa_fultimo_cierre
-0.37
ctarjeta_visa_transacciones
-0.36
Visa_mpagospesos
0.36
ctrx_quarter
-0.32
mtarjeta_visa_consumo
-0.31
cproductos
-0.30
Visa_fechaalta
-0.28
ctarjeta_visa_debitos_automaticos
-0.27
chomebanking_transacciones
-0.26
Master_cconsumos
-0.25
Master_mfinanciacion_limite
-0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visa_delinquency
0.84
Visa_status
0.54
Master_delinquency
0.42
Master_status
0.41
mdescubierto_preacordado
0.18
ctarjeta_visa
0.15
ctarjeta_master
0.14
ccomisiones_mantenimiento
0.08
tpaquete3
0.07
thomebanking
0.06
cseguro_accidentes_personales
0.06
ccajas_depositos
0.06
ccaja_ahorro
0.05
cseguro_vida
0.05
MOST FREQUENT VALUES
82.0
72
22.6%
0.0
30
9.4%
26.0
26
8.2%
83.0
24
7.5%
54.0
20
6.3%
20.0
17
5.3%
51.0
16
5.0%
55.0
14
4.4%
21.0
11
3.5%
19.0
10
3.1%
22.0
6
1.9%
74.0
5
1.6%
27.0
5
1.6%
61.0
5
1.6%
12.0
4
1.3%
SMALLEST VALUES
0.0
30
9.4%
7.0
1
0.3%
10.0
3
0.9%
11.0
3
0.9%
12.0
4
1.3%
13.0
3
0.9%
14.0
4
1.3%
15.0
1
0.3%
16.0
1
0.3%
17.0
1
0.3%
19.0
10
3.1%
20.0
17
5.3%
21.0
11
3.5%
22.0
6
1.9%
23.0
3
0.9%
LARGEST VALUES
152.0
1
0.3%
118.0
2
0.6%
117.0
1
0.3%
113.0
3
0.9%
90.0
1
0.3%
87.0
4
1.3%
83.0
24
7.5%
82.0
72
22.6%
81.0
1
0.3%
80.0
3
0.9%
76.0
1
0.3%
74.0
5
1.6%
72.0
2
0.6%
61.0
5
1.6%
57.0
2
0.6%
Visa_msaldototal
MISSING:
1,903
(24%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_msaldopesos
0.99
Visa_mpagominimo
0.91
Master_msaldototal
0.76
Master_msaldopesos
0.76
Master_mpagominimo
0.68
mrentabilidad
0.49
mactivos_margen
0.48
mrentabilidad_annual
0.39
mprestamos_personales
0.25
mttarjeta_visa_debitos_automaticos
0.24
cprestamos_personales
0.21
Visa_mconsumospesos
0.21
Visa_mconsumototal
0.21
mtarjeta_visa_consumo
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visa_delinquency
0.30
Master_delinquency
0.30
Visa_status
0.29
Master_status
0.24
tpaquete3
0.16
ccaja_ahorro
0.13
ctarjeta_visa
0.11
mdescubierto_preacordado
0.11
ccajas_depositos
0.11
ctarjeta_master
0.10
active_quarter
0.09
ctarjeta_master_debitos_automaticos
0.09
cseguro_accidentes_personales
0.07
cseguro_vida
0.07
MOST FREQUENT VALUES
0.0
2,793
46.0%
187.55
8
0.1%
181.46
6
<0.1%
481.72
4
<0.1%
387.0
4
<0.1%
-0.01
4
<0.1%
187.71
3
<0.1%
27.42
3
<0.1%
476.01
3
<0.1%
391.64
3
<0.1%
-0.07
2
<0.1%
-10.0
2
<0.1%
69.86
2
<0.1%
578.51
2
<0.1%
506.0
2
<0.1%
SMALLEST VALUES
-100953.02
1
<0.1%
-35173.41
1
<0.1%
-31709.45
1
<0.1%
-31619.23
1
<0.1%
-27556.36
1
<0.1%
-27396.63
1
<0.1%
-26070.46
1
<0.1%
-24039.07
1
<0.1%
-23793.76
1
<0.1%
-21680.04
1
<0.1%
-20000.0
1
<0.1%
-16754.33
1
<0.1%
-15465.67
1
<0.1%
-15404.12
1
<0.1%
-12923.05
1
<0.1%
LARGEST VALUES
3201770.55
1
<0.1%
1676195.27
1
<0.1%
1550799.26
1
<0.1%
1374198.28
1
<0.1%
986572.62
1
<0.1%
930829.28
1
<0.1%
848081.33
1
<0.1%
832353.59
1
<0.1%
823594.52
1
<0.1%
818797.78
1
<0.1%
782744.07
1
<0.1%
773911.2
1
<0.1%
747489.44
1
<0.1%
708283.92
1
<0.1%
692164.48
1
<0.1%
Visa_msaldopesos
MISSING:
1,903
(24%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_msaldototal
0.99
Visa_mpagominimo
0.91
Master_msaldopesos
0.76
Master_msaldototal
0.76
Master_mpagominimo
0.68
mrentabilidad
0.50
mactivos_margen
0.48
mrentabilidad_annual
0.39
mprestamos_personales
0.26
mttarjeta_visa_debitos_automaticos
0.24
cprestamos_personales
0.21
ctarjeta_visa_debitos_automaticos
0.18
foto_mes
-0.15
Visa_mlimitecompra
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visa_delinquency
0.30
Master_delinquency
0.30
Visa_status
0.30
Master_status
0.24
tpaquete3
0.17
ccaja_ahorro
0.13
ctarjeta_visa
0.11
mdescubierto_preacordado
0.11
ccajas_depositos
0.11
ctarjeta_master
0.10
active_quarter
0.09
ctarjeta_master_debitos_automaticos
0.09
cseguro_accidentes_personales
0.08
cseguro_vida
0.07
MOST FREQUENT VALUES
0.0
2,812
46.3%
219.43
8
0.1%
212.3
6
<0.1%
452.79
4
<0.1%
-0.01
4
<0.1%
563.61
4
<0.1%
32.08
3
<0.1%
556.93
3
<0.1%
458.21
3
<0.1%
366.12
3
<0.1%
219.62
3
<0.1%
31.39
2
<0.1%
-585.0
2
<0.1%
81.73
2
<0.1%
676.85
2
<0.1%
SMALLEST VALUES
-121533.21
1
<0.1%
-41152.88
1
<0.1%
-37100.05
1
<0.1%
-36994.49
1
<0.1%
-32852.51
1
<0.1%
-32840.6
1
<0.1%
-30502.43
1
<0.1%
-28125.71
1
<0.1%
-27838.69
1
<0.1%
-23400.0
1
<0.1%
-19602.56
1
<0.1%
-18094.83
1
<0.1%
-18022.82
1
<0.1%
-15119.96
1
<0.1%
-14068.73
1
<0.1%
LARGEST VALUES
3746071.54
1
<0.1%
1961148.46
1
<0.1%
1813980.49
1
<0.1%
1607811.98
1
<0.1%
1154289.96
1
<0.1%
1089070.25
1
<0.1%
974957.93
1
<0.1%
973853.7
1
<0.1%
963605.58
1
<0.1%
957993.4
1
<0.1%
915810.56
1
<0.1%
905476.1
1
<0.1%
874562.64
1
<0.1%
828692.18
1
<0.1%
809832.44
1
<0.1%
Visa_msaldodolares
MISSING:
1,903
(24%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_mconsumosdolares
0.98
Visa_mconsumospesos
0.66
Visa_mconsumototal
0.66
mtarjeta_visa_consumo
0.62
Visa_mpagospesos
-0.60
Visa_mpagosdolares
0.33
Master_mconsumosdolares
0.30
Master_msaldodolares
0.26
Master_mpagospesos
-0.25
mtarjeta_master_consumo
0.23
Master_mconsumospesos
0.20
Master_mconsumototal
0.20
Visa_cconsumos
0.17
mpasivos_margen
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccaja_seguridad
0.03
ctarjeta_visa
0.03
ctarjeta_master
0.03
thomebanking
0.03
ctarjeta_master_debitos_automaticos
0.03
mdescubierto_preacordado
0.02
active_quarter
0.02
Visa_status
0.02
Master_status
0.02
tpaquete1
0.02
ccomisiones_mantenimiento
0.02
minversion1_dolares
0.02
cforex_buy
0.02
internet
0.02
MOST FREQUENT VALUES
0.0
5,761
94.9%
91.61
6
<0.1%
78.19
3
<0.1%
89.21
3
<0.1%
94.64
3
<0.1%
69.77
3
<0.1%
93.69
3
<0.1%
-1.77
2
<0.1%
74.38
2
<0.1%
70.49
2
<0.1%
1191.84
1
<0.1%
-9182.08
1
<0.1%
483.94
1
<0.1%
156.13
1
<0.1%
25343.31
1
<0.1%
SMALLEST VALUES
-92614.11
1
<0.1%
-29373.25
1
<0.1%
-23278.32
1
<0.1%
-22763.16
1
<0.1%
-13456.31
1
<0.1%
-11645.08
1
<0.1%
-9612.73
1
<0.1%
-9557.33
1
<0.1%
-9182.08
1
<0.1%
-6332.29
1
<0.1%
-4671.55
1
<0.1%
-4580.55
1
<0.1%
-4434.51
1
<0.1%
-4288.91
1
<0.1%
-3809.01
1
<0.1%
LARGEST VALUES
625747.12
1
<0.1%
290035.83
1
<0.1%
200842.71
1
<0.1%
177502.52
1
<0.1%
168904.95
1
<0.1%
152953.98
1
<0.1%
110043.56
1
<0.1%
76751.69
1
<0.1%
70111.2
1
<0.1%
68609.3
1
<0.1%
59198.6
1
<0.1%
47481.18
1
<0.1%
43934.78
1
<0.1%
29928.9
1
<0.1%
28553.68
1
<0.1%
Visa_mconsumospesos
MISSING:
4,522
(57%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_mconsumototal
1.00
mtarjeta_visa_consumo
0.92
Visa_mconsumosdolares
0.67
Visa_msaldodolares
0.66
Visa_mpagospesos
-0.59
Visa_cconsumos
0.51
mttarjeta_visa_debitos_automaticos
0.43
ctarjeta_visa_transacciones
0.39
Master_mconsumospesos
0.36
Master_mconsumototal
0.36
mtarjeta_master_consumo
0.34
mpasivos_margen
0.31
ctarjeta_visa_debitos_automaticos
0.31
ctrx_quarter
0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajas_extracciones
0.15
ctarjeta_master_debitos_automaticos
0.12
ccaja_seguridad
0.11
ctarjeta_visa
0.11
thomebanking
0.10
ctarjeta_master
0.10
ctarjeta_visa_descuentos
0.09
ccajas_depositos
0.08
mdescubierto_preacordado
0.08
active_quarter
0.08
tpaquete1
0.08
tmobile_app
0.07
cseguro_vivienda
0.06
cseguro_auto
0.06
MOST FREQUENT VALUES
0.0
1,148
33.3%
452.79
16
0.5%
31.69
11
0.3%
520.65
8
0.2%
31.39
8
0.2%
374.4
5
0.1%
117.0
5
0.1%
348.66
4
0.1%
702.0
4
0.1%
1755.0
4
0.1%
2340.0
4
0.1%
31.64
4
0.1%
585.0
4
0.1%
1638.0
3
<0.1%
232.83
3
<0.1%
SMALLEST VALUES
-596.4
1
<0.1%
-582.66
1
<0.1%
-567.7
1
<0.1%
-171.13
1
<0.1%
-92.23
1
<0.1%
-52.1
1
<0.1%
-51.45
1
<0.1%
-37.98
1
<0.1%
-32.87
1
<0.1%
-23.97
1
<0.1%
-22.97
2
<0.1%
-21.87
1
<0.1%
-20.43
1
<0.1%
-19.94
1
<0.1%
-18.33
1
<0.1%
LARGEST VALUES
748113.8
1
<0.1%
547686.6
1
<0.1%
329203.73
1
<0.1%
290516.79
1
<0.1%
252905.6
1
<0.1%
249523.88
1
<0.1%
248637.44
1
<0.1%
203392.89
1
<0.1%
202297.71
1
<0.1%
174566.49
1
<0.1%
165813.6
1
<0.1%
154175.69
1
<0.1%
148004.4
1
<0.1%
140625.0
1
<0.1%
123597.51
1
<0.1%
Visa_mconsumosdolares
MISSING:
4,522
(57%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_msaldodolares
0.98
Visa_mconsumospesos
0.67
Visa_mconsumototal
0.67
mtarjeta_visa_consumo
0.63
Visa_mpagospesos
-0.62
Visa_mpagosdolares
0.31
Master_mconsumosdolares
0.28
Master_msaldodolares
0.24
Visa_Finiciomora
-0.23
Master_mpagospesos
-0.23
Master_mconsumospesos
0.22
Master_mconsumototal
0.22
mtarjeta_master_consumo
0.20
Visa_cconsumos
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccaja_seguridad
0.03
ctarjeta_visa
0.03
ctarjeta_master
0.03
thomebanking
0.03
mdescubierto_preacordado
0.03
ctarjeta_master_debitos_automaticos
0.02
active_quarter
0.02
internet
0.02
cforex_buy
0.02
ccomisiones_mantenimiento
0.02
tmobile_app
0.02
tpaquete1
0.01
minversion1_dolares
0.01
Visa_status
0.01
MOST FREQUENT VALUES
0.0
2,731
79.1%
1.15
26
0.8%
7.3
10
0.3%
3.49
8
0.2%
1.96
7
0.2%
5.32
6
0.2%
2.32
6
0.2%
2.31
6
0.2%
2.1
5
0.1%
6.15
5
0.1%
2.45
5
0.1%
7.27
5
0.1%
5.83
4
0.1%
1.84
4
0.1%
2.43
4
0.1%
SMALLEST VALUES
0.0
2,731
79.1%
0.02
2
<0.1%
0.04
2
<0.1%
0.21
1
<0.1%
0.38
1
<0.1%
0.47
1
<0.1%
0.5
1
<0.1%
0.51
1
<0.1%
0.59
1
<0.1%
0.64
1
<0.1%
0.79
1
<0.1%
0.92
1
<0.1%
0.93
1
<0.1%
0.94
1
<0.1%
1.07
1
<0.1%
LARGEST VALUES
10267.08
1
<0.1%
3710.3
1
<0.1%
2803.4
1
<0.1%
2425.22
1
<0.1%
2342.28
1
<0.1%
2114.42
1
<0.1%
1522.88
1
<0.1%
978.1
1
<0.1%
908.58
1
<0.1%
875.35
1
<0.1%
744.78
1
<0.1%
699.51
1
<0.1%
680.3
1
<0.1%
495.21
1
<0.1%
473.45
1
<0.1%
Visa_mlimitecompra
MISSING:
1,903
(24%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_mfinanciacion_limite
0.94
Master_mlimitecompra
0.87
Master_mfinanciacion_limite
0.82
Master_mconsumosdolares
0.25
cproductos
0.24
Master_mconsumospesos
0.21
Master_mconsumototal
0.21
Master_fechaalta
0.21
Visa_mpagospesos
-0.21
Master_Finiciomora
-0.21
mrentabilidad_annual
0.20
mttarjeta_visa_debitos_automaticos
0.20
Visa_fechaalta
0.19
numero_de_cliente
-0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_visa
0.27
ctarjeta_master
0.24
mdescubierto_preacordado
0.17
ccaja_seguridad
0.15
thomebanking
0.14
minversion1_dolares
0.14
ctarjeta_master_debitos_automaticos
0.13
tpaquete1
0.11
ctarjeta_debito
0.10
cprestamos_prendarios
0.10
cinversion1
0.08
Visa_status
0.08
cpagodeservicios
0.07
ccuenta_corriente
0.07
MOST FREQUENT VALUES
70200.0
781
12.9%
280800.0
741
12.2%
140400.0
632
10.4%
196560.0
597
9.8%
98280.0
523
8.6%
112320.0
430
7.1%
224640.0
279
4.6%
84240.0
219
3.6%
56160.0
204
3.4%
393120.0
180
3.0%
168480.0
145
2.4%
561600.0
140
2.3%
336960.0
133
2.2%
28080.0
77
1.3%
1551513.6
76
1.3%
SMALLEST VALUES
1009.12
3
<0.1%
1177.31
2
<0.1%
1474.2
1
<0.1%
2632.5
1
<0.1%
5265.0
1
<0.1%
6142.5
15
0.2%
7020.0
5
<0.1%
8775.0
5
<0.1%
10530.0
2
<0.1%
12285.0
1
<0.1%
14040.0
4
<0.1%
17550.0
3
<0.1%
21060.0
17
0.3%
24570.0
19
0.3%
28080.0
77
1.3%
LARGEST VALUES
4213430.67
1
<0.1%
4078521.72
1
<0.1%
3495875.76
3
<0.1%
3486053.37
1
<0.1%
3404349.0
1
<0.1%
3310165.73
1
<0.1%
3218490.14
1
<0.1%
3151199.37
2
<0.1%
3009593.34
1
<0.1%
2913229.8
1
<0.1%
2909211.55
1
<0.1%
2905044.48
4
<0.1%
2867645.0
2
<0.1%
2774332.36
1
<0.1%
2751011.64
2
<0.1%
Visa_madelantopesos
MISSING:
4,522
(57%)
TOP CATEGORIES
0.0
3,444
>99%
1170.0
2
<1%
14040.0
2
<1%
2340.0
1
<1%
5850.0
1
<1%
17550.0
1
<1%
3510.0
1
<1%
ALL
3,452
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Visa_madelantopesos
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
Visa_cadelantosefectivo
1.00
clase_ternaria
1.00
Master_cadelantosefectivo
0.59
Master_madelantopesos
0.58
ctarjeta_visa_descuentos
0.04
cinversion1
0.01
cseguro_auto
0.01
tpaquete3
0.01
ccajas_extracciones
0.00
Master_delinquency
0.00
cseguro_vida
0.00

THESE FEATURES
GIVE INFORMATION
ON Visa_madelantopesos:
Visa_cadelantosefectivo
0.92
Master_cadelantosefectivo
0.37
Master_madelantopesos
0.35
ctarjeta_visa_descuentos
0.15
ctarjeta_master
0.12
tmobile_app
0.11
cseguro_accidentes_personales
0.11
cseguro_vida
0.10
ctarjeta_debito
0.09
ccajas_extracciones
0.09
internet
0.08
tpaquete3
0.08
ccomisiones_mantenimiento
0.08
cseguro_vivienda
0.08

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visa_madelantopesos
CORRELATION RATIO WITH...
cmobile_app_trx
0.15
ctarjeta_visa_transacciones
0.13
ccallcenter_transacciones
0.11
Visa_cconsumos
0.10
ctarjeta_master_transacciones
0.09
Master_cconsumos
0.08
mtarjeta_master_consumo
0.08
ctarjeta_visa_debitos_automaticos
0.07
mtarjeta_visa_consumo
0.07
ccomisiones_otras
0.07
mforex_sell
0.06
ccajas_consultas
0.06
catm_trx
0.05
cproductos
0.05
Visa_madelantodolares
MISSING:
4,522
(57%)
TOP CATEGORIES
0.0
3,452
100%
ALL
3,452
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Visa_madelantodolares
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
mtarjeta_master_descuentos
0.00
mplazo_fijo_pesos
0.00
minversion1_dolares
0.00
Visa_cadelantosefectivo
0.00
Visa_madelantopesos
0.00
ccajeros_propios_descuentos
0.00
cprestamos_prendarios
0.00
tpaquete4
0.00
Visa_delinquency
0.00
ctarjeta_master_debitos_automaticos
0.00
cforex_buy
0.00

THESE FEATURES
GIVE INFORMATION
ON Visa_madelantodolares:
active_quarter
1.00
cliente_vip
1.00
internet
1.00
tpaquete1
1.00
tpaquete2
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00
ctarjeta_debito
1.00
ctarjeta_visa
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visa_madelantodolares
CORRELATION RATIO WITH...
numero_de_cliente
0.00
foto_mes
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
cproductos
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
Visa_fultimo_cierre
MISSING:
1,905
(24%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_Finiciomora
-0.37
Master_fultimo_cierre
0.20
Master_Finiciomora
-0.15
Master_Fvencimiento
0.12
Visa_fechaalta
0.07
cliente_antiguedad
0.06
Visa_cconsumos
0.06
Visa_Fvencimiento
-0.04
numero_de_cliente
-0.04
Master_fechaalta
0.04
Visa_mconsumospesos
0.03
Visa_mconsumototal
0.03
mcuenta_corriente
-0.03
Visa_mlimitecompra
-0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_debito
0.05
ctarjeta_visa
0.03
ccaja_ahorro
0.03
ccomisiones_mantenimiento
0.02
Visa_status
0.02
ctarjeta_master
0.02
cseguro_vivienda
0.01
tmobile_app
0.01
Master_status
0.01
mdescubierto_preacordado
0.01
ccajas_transacciones
0.01
tcallcenter
0.01
cseguro_vida
0.01
internet
0.01
MOST FREQUENT VALUES
2.0
965
15.9%
3.0
897
14.8%
5.0
817
13.5%
-1.0
501
8.3%
0.0
420
6.9%
4.0
375
6.2%
1.0
316
5.2%
6.0
296
4.9%
12.0
260
4.3%
9.0
250
4.1%
10.0
220
3.6%
7.0
106
1.7%
24.0
105
1.7%
26.0
97
1.6%
11.0
83
1.4%
SMALLEST VALUES
-1.0
501
8.3%
0.0
420
6.9%
1.0
316
5.2%
2.0
965
15.9%
3.0
897
14.8%
4.0
375
6.2%
5.0
817
13.5%
6.0
296
4.9%
7.0
106
1.7%
8.0
65
1.1%
9.0
250
4.1%
10.0
220
3.6%
11.0
83
1.4%
12.0
260
4.3%
13.0
65
1.1%
LARGEST VALUES
4688.0
1
<0.1%
4475.0
1
<0.1%
4323.0
1
<0.1%
4020.0
1
<0.1%
3826.0
1
<0.1%
3016.0
1
<0.1%
983.0
1
<0.1%
863.0
1
<0.1%
851.0
1
<0.1%
804.0
1
<0.1%
759.0
1
<0.1%
700.0
1
<0.1%
680.0
1
<0.1%
675.0
1
<0.1%
674.0
1
<0.1%
Visa_mpagado
MISSING:
1,903
(24%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_mconsumospesos
0.33
Master_mconsumototal
0.33
Master_mpagado
0.33
Master_mpagospesos
-0.31
mtarjeta_master_consumo
0.28
mtarjeta_visa_consumo
0.26
ctarjeta_visa_transacciones
0.22
Visa_mconsumospesos
0.21
Visa_mconsumototal
0.21
mprestamos_personales
0.20
Master_cconsumos
0.19
Visa_mpagospesos
-0.19
mttarjeta_visa_debitos_automaticos
0.19
mautoservicio
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajas_extracciones
0.08
ccajas_transacciones
0.06
ctarjeta_visa_descuentos
0.06
ccajas_depositos
0.06
ctarjeta_master_debitos_automaticos
0.06
tpaquete3
0.05
Visa_status
0.05
tmobile_app
0.05
ccaja_ahorro
0.05
Master_status
0.05
cseguro_vivienda
0.05
ccaja_seguridad
0.04
thomebanking
0.04
cinversion1
0.04
MOST FREQUENT VALUES
0.0
5,527
91.0%
219.43
4
<0.1%
5265.0
4
<0.1%
4914.0
2
<0.1%
12987.0
2
<0.1%
117.0
2
<0.1%
16029.0
2
<0.1%
17550.0
2
<0.1%
2340.0
2
<0.1%
3510.0
2
<0.1%
585.0
2
<0.1%
1755.0
2
<0.1%
11700.0
2
<0.1%
9126.0
2
<0.1%
5850.0
2
<0.1%
SMALLEST VALUES
0.0
5,527
91.0%
0.01
1
<0.1%
0.02
1
<0.1%
0.17
1
<0.1%
1.11
1
<0.1%
1.7
1
<0.1%
2.69
1
<0.1%
3.03
1
<0.1%
3.62
1
<0.1%
3.89
1
<0.1%
4.05
1
<0.1%
5.21
1
<0.1%
5.68
1
<0.1%
11.7
1
<0.1%
16.36
1
<0.1%
LARGEST VALUES
777085.86
1
<0.1%
505558.7
1
<0.1%
337969.1
1
<0.1%
172562.13
1
<0.1%
158147.6
1
<0.1%
154019.34
1
<0.1%
149175.0
1
<0.1%
147602.75
1
<0.1%
141618.25
1
<0.1%
138707.01
1
<0.1%
133005.85
1
<0.1%
108341.84
1
<0.1%
107493.07
1
<0.1%
100136.08
1
<0.1%
93600.0
1
<0.1%
Visa_mpagospesos
MISSING:
4,522
(57%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_mconsumosdolares
-0.62
Visa_msaldodolares
-0.60
mtarjeta_visa_consumo
-0.60
Visa_mconsumospesos
-0.59
Visa_mconsumototal
-0.59
Master_mpagospesos
0.58
Visa_Finiciomora
0.36
Master_mconsumospesos
-0.35
Master_mconsumototal
-0.35
Visa_cconsumos
-0.31
mtarjeta_master_consumo
-0.30
ctarjeta_visa_transacciones
-0.29
mttarjeta_visa_debitos_automaticos
-0.26
Visa_mpagosdolares
-0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_master_debitos_automaticos
0.14
thomebanking
0.12
active_quarter
0.10
tmobile_app
0.09
ccajas_transacciones
0.09
ccajas_depositos
0.08
internet
0.08
ccajas_extracciones
0.08
ccaja_ahorro
0.08
ccaja_seguridad
0.07
tpaquete3
0.07
ctarjeta_master
0.07
ctarjeta_visa
0.06
tpaquete1
0.06
MOST FREQUENT VALUES
0.0
741
21.5%
-11700.0
10
0.3%
-23400.0
8
0.2%
-5850.0
8
0.2%
-585.0
7
0.2%
-17550.0
7
0.2%
-2340.0
7
0.2%
-4680.0
6
0.2%
-702.0
5
0.1%
-15210.0
5
0.1%
-1170.0
5
0.1%
-209.79
5
0.1%
-3510.0
4
0.1%
-452.79
4
0.1%
-526.5
4
0.1%
SMALLEST VALUES
-1461023.21
1
<0.1%
-987480.0
1
<0.1%
-536120.98
1
<0.1%
-476689.59
1
<0.1%
-406636.58
1
<0.1%
-367424.38
1
<0.1%
-344040.72
1
<0.1%
-340816.57
1
<0.1%
-338402.15
1
<0.1%
-335125.28
1
<0.1%
-324747.89
1
<0.1%
-295870.93
1
<0.1%
-274716.0
1
<0.1%
-274040.81
1
<0.1%
-232746.83
1
<0.1%
LARGEST VALUES
79773.24
1
<0.1%
70200.0
1
<0.1%
42303.37
1
<0.1%
40824.81
1
<0.1%
24552.63
1
<0.1%
22162.68
1
<0.1%
17372.75
1
<0.1%
12556.91
1
<0.1%
11700.19
1
<0.1%
6973.2
1
<0.1%
5843.55
1
<0.1%
5667.03
1
<0.1%
4196.13
1
<0.1%
3101.3
1
<0.1%
2480.87
1
<0.1%
Visa_mpagosdolares
MISSING:
4,522
(57%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_msaldodolares
0.33
Visa_mconsumosdolares
0.31
Visa_mpagospesos
-0.24
Visa_mconsumospesos
0.20
Visa_mconsumototal
0.20
mtarjeta_visa_consumo
0.18
Master_mpagospesos
-0.15
mpasivos_margen
0.12
Master_mfinanciacion_limite
0.11
mpagomiscuentas
0.11
Master_mlimitecompra
0.11
Visa_mfinanciacion_limite
0.10
Visa_mlimitecompra
0.10
Visa_Finiciomora
-0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cforex_buy
0.09
cforex
0.05
ccaja_seguridad
0.04
ctarjeta_master
0.03
tmobile_app
0.03
tcallcenter
0.03
ctarjeta_visa
0.03
thomebanking
0.03
mdescubierto_preacordado
0.03
internet
0.03
active_quarter
0.02
cinversion1
0.02
ctarjeta_debito
0.02
ctarjeta_visa_descuentos
0.02
MOST FREQUENT VALUES
0.0
3,240
93.9%
1.15
19
0.6%
1.17
17
0.5%
3.49
5
0.1%
5.83
5
0.1%
2.32
5
0.1%
0.01
4
0.1%
2.31
3
<0.1%
2.35
3
<0.1%
71.03
2
<0.1%
0.04
2
<0.1%
4.72
2
<0.1%
0.02
2
<0.1%
8.11
2
<0.1%
15.66
1
<0.1%
SMALLEST VALUES
0.0
3,240
93.9%
0.01
4
0.1%
0.02
2
<0.1%
0.03
1
<0.1%
0.04
2
<0.1%
0.07
1
<0.1%
0.11
1
<0.1%
0.46
1
<0.1%
0.52
1
<0.1%
0.74
1
<0.1%
0.93
1
<0.1%
1.09
1
<0.1%
1.12
1
<0.1%
1.13
1
<0.1%
1.14
1
<0.1%
LARGEST VALUES
3505.49
1
<0.1%
3159.03
1
<0.1%
3041.0
1
<0.1%
1834.25
1
<0.1%
1790.53
1
<0.1%
671.82
1
<0.1%
661.69
1
<0.1%
592.02
1
<0.1%
565.78
1
<0.1%
528.2
1
<0.1%
430.52
1
<0.1%
394.64
1
<0.1%
378.88
1
<0.1%
375.55
1
<0.1%
354.51
1
<0.1%
Visa_fechaalta
MISSING:
1,903
(24%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
cliente_antiguedad
0.85
Master_fechaalta
0.78
numero_de_cliente
-0.56
cliente_edad
0.34
Visa_Finiciomora
-0.28
ctarjeta_visa_debitos_automaticos
0.27
Master_Fvencimiento
0.24
mttarjeta_visa_debitos_automaticos
0.21
ccomisiones_otras
0.20
Visa_mlimitecompra
0.19
Visa_mfinanciacion_limite
0.19
Master_Finiciomora
-0.19
cproductos
0.15
Master_mlimitecompra
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_visa
0.36
ctarjeta_master
0.31
mdescubierto_preacordado
0.26
ctarjeta_debito
0.18
thomebanking
0.17
active_quarter
0.16
Visa_status
0.14
cseguro_vivienda
0.13
ccomisiones_mantenimiento
0.13
ctarjeta_master_debitos_automaticos
0.13
Master_status
0.11
ccaja_seguridad
0.10
internet
0.09
cinversion2
0.09
MOST FREQUENT VALUES
1125.0
7
0.1%
1128.0
7
0.1%
1021.0
7
0.1%
1126.0
7
0.1%
744.0
7
0.1%
1476.0
7
0.1%
687.0
6
<0.1%
705.0
6
<0.1%
628.0
6
<0.1%
3891.0
6
<0.1%
1388.0
6
<0.1%
1192.0
6
<0.1%
1131.0
6
<0.1%
1832.0
6
<0.1%
1038.0
6
<0.1%
SMALLEST VALUES
1.0
1
<0.1%
2.0
1
<0.1%
4.0
2
<0.1%
7.0
2
<0.1%
8.0
2
<0.1%
9.0
2
<0.1%
10.0
2
<0.1%
12.0
2
<0.1%
13.0
3
<0.1%
14.0
3
<0.1%
15.0
1
<0.1%
17.0
1
<0.1%
18.0
3
<0.1%
19.0
3
<0.1%
20.0
2
<0.1%
LARGEST VALUES
11140.0
1
<0.1%
10724.0
1
<0.1%
10613.0
1
<0.1%
10390.0
1
<0.1%
10283.0
1
<0.1%
9968.0
1
<0.1%
9768.0
1
<0.1%
9713.0
1
<0.1%
9674.0
1
<0.1%
9596.0
1
<0.1%
9502.0
1
<0.1%
9497.0
1
<0.1%
9382.0
1
<0.1%
9293.0
1
<0.1%
9228.0
1
<0.1%
Visa_mconsumototal
MISSING:
4,522
(57%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_mconsumospesos
1.00
mtarjeta_visa_consumo
0.92
Visa_mconsumosdolares
0.67
Visa_msaldodolares
0.66
Visa_mpagospesos
-0.59
Visa_cconsumos
0.51
mttarjeta_visa_debitos_automaticos
0.43
ctarjeta_visa_transacciones
0.39
Master_mconsumospesos
0.36
Master_mconsumototal
0.36
mtarjeta_master_consumo
0.34
mpasivos_margen
0.31
ctarjeta_visa_debitos_automaticos
0.31
ctrx_quarter
0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajas_extracciones
0.15
ctarjeta_master_debitos_automaticos
0.12
ccaja_seguridad
0.11
ctarjeta_visa
0.11
thomebanking
0.10
ctarjeta_master
0.10
ctarjeta_visa_descuentos
0.09
ccajas_depositos
0.08
mdescubierto_preacordado
0.08
active_quarter
0.08
tpaquete1
0.08
tmobile_app
0.07
cseguro_vivienda
0.06
cseguro_auto
0.06
MOST FREQUENT VALUES
0.0
1,148
33.3%
452.79
16
0.5%
31.69
11
0.3%
520.65
8
0.2%
31.39
8
0.2%
374.4
5
0.1%
117.0
5
0.1%
348.66
4
0.1%
702.0
4
0.1%
1755.0
4
0.1%
2340.0
4
0.1%
31.64
4
0.1%
585.0
4
0.1%
1638.0
3
<0.1%
232.83
3
<0.1%
SMALLEST VALUES
-596.4
1
<0.1%
-582.66
1
<0.1%
-567.7
1
<0.1%
-171.13
1
<0.1%
-92.23
1
<0.1%
-52.1
1
<0.1%
-51.45
1
<0.1%
-37.98
1
<0.1%
-32.87
1
<0.1%
-23.97
1
<0.1%
-22.97
2
<0.1%
-21.87
1
<0.1%
-20.43
1
<0.1%
-19.94
1
<0.1%
-18.33
1
<0.1%
LARGEST VALUES
748113.8
1
<0.1%
547686.6
1
<0.1%
329203.73
1
<0.1%
290516.79
1
<0.1%
252905.6
1
<0.1%
249523.88
1
<0.1%
248637.44
1
<0.1%
203392.89
1
<0.1%
202297.71
1
<0.1%
174566.49
1
<0.1%
165813.6
1
<0.1%
154175.69
1
<0.1%
148004.4
1
<0.1%
140625.0
1
<0.1%
123597.51
1
<0.1%
Visa_cconsumos
MISSING:
4,522
(57%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctarjeta_visa_transacciones
0.68
ctarjeta_visa_debitos_automaticos
0.60
Visa_mconsumospesos
0.51
Visa_mconsumototal
0.51
mtarjeta_visa_consumo
0.49
mttarjeta_visa_debitos_automaticos
0.48
Visa_Finiciomora
-0.39
ctrx_quarter
0.39
Visa_mpagospesos
-0.31
Master_cconsumos
0.30
Master_Finiciomora
-0.28
Master_mconsumospesos
0.25
Master_mconsumototal
0.25
ctarjeta_master_transacciones
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_visa
0.21
ctarjeta_master_debitos_automaticos
0.21
ctarjeta_visa_descuentos
0.20
thomebanking
0.18
ctarjeta_master
0.18
mdescubierto_preacordado
0.15
active_quarter
0.15
ccajas_extracciones
0.15
tmobile_app
0.14
internet
0.13
ccaja_seguridad
0.12
cseguro_vivienda
0.12
cforex
0.11
cforex_sell
0.11
MOST FREQUENT VALUES
0.0
1,148
33.3%
1.0
716
20.7%
2.0
431
12.5%
3.0
257
7.4%
4.0
169
4.9%
5.0
151
4.4%
6.0
108
3.1%
7.0
75
2.2%
8.0
59
1.7%
9.0
52
1.5%
10.0
37
1.1%
12.0
32
0.9%
13.0
31
0.9%
11.0
30
0.9%
15.0
19
0.6%
SMALLEST VALUES
0.0
1,148
33.3%
1.0
716
20.7%
2.0
431
12.5%
3.0
257
7.4%
4.0
169
4.9%
5.0
151
4.4%
6.0
108
3.1%
7.0
75
2.2%
8.0
59
1.7%
9.0
52
1.5%
10.0
37
1.1%
11.0
30
0.9%
12.0
32
0.9%
13.0
31
0.9%
14.0
13
0.4%
LARGEST VALUES
56.0
1
<0.1%
52.0
1
<0.1%
51.0
1
<0.1%
48.0
1
<0.1%
44.0
1
<0.1%
43.0
1
<0.1%
42.0
2
<0.1%
41.0
1
<0.1%
38.0
1
<0.1%
37.0
1
<0.1%
36.0
1
<0.1%
33.0
2
<0.1%
32.0
2
<0.1%
31.0
4
0.1%
30.0
3
<0.1%
Visa_cadelantosefectivo
MISSING:
4,522
(57%)
TOP CATEGORIES
0.0
3,444
>99%
1.0
4
<1%
6.0
3
<1%
2.0
1
<1%
ALL
3,452
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Visa_cadelantosefectivo
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
clase_ternaria
1.00
Visa_madelantopesos
0.92
Master_cadelantosefectivo
0.50
Master_madelantopesos
0.49
ctarjeta_visa_descuentos
0.03
cseguro_auto
0.01
cinversion1
0.01
tpaquete3
0.01
ccajas_extracciones
0.00
Master_delinquency
0.00
cforex_sell
0.00

THESE FEATURES
GIVE INFORMATION
ON Visa_cadelantosefectivo:
Visa_madelantopesos
1.00
Master_cadelantosefectivo
0.34
Master_madelantopesos
0.32
ctarjeta_visa_descuentos
0.12
tmobile_app
0.11
ctarjeta_master
0.09
internet
0.09
ccomisiones_mantenimiento
0.08
thomebanking
0.08
tpaquete3
0.08
ccajas_extracciones
0.07
cseguro_accidentes_personales
0.07
cseguro_auto
0.07
cseguro_vida
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visa_cadelantosefectivo
CORRELATION RATIO WITH...
cmobile_app_trx
0.13
ctarjeta_visa_transacciones
0.12
Visa_cconsumos
0.10
Master_cconsumos
0.08
ctarjeta_master_transacciones
0.08
ccallcenter_transacciones
0.07
mforex_sell
0.06
ccomisiones_otras
0.06
ctarjeta_visa_debitos_automaticos
0.06
mtarjeta_visa_consumo
0.06
ctrx_quarter
0.05
cextraccion_autoservicio
0.05
mtarjeta_master_consumo
0.04
catm_trx
0.04
Visa_mpagominimo
MISSING:
1,903
(24%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_msaldopesos
0.91
Visa_msaldototal
0.91
Master_mpagominimo
0.81
Master_msaldopesos
0.80
Master_msaldototal
0.80
mactivos_margen
0.54
mrentabilidad
0.53
mrentabilidad_annual
0.35
mprestamos_personales
0.21
cprestamos_personales
0.18
Visa_Finiciomora
0.17
foto_mes
-0.15
Master_Finiciomora
0.13
mcuenta_corriente
-0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visa_status
0.32
Visa_delinquency
0.28
Master_delinquency
0.28
Master_status
0.25
mdescubierto_preacordado
0.14
ctarjeta_visa
0.13
ctarjeta_master
0.12
tpaquete3
0.10
ccaja_ahorro
0.07
active_quarter
0.07
cseguro_accidentes_personales
0.06
cseguro_vida
0.05
ctarjeta_master_debitos_automaticos
0.05
ccajas_depositos
0.04
MOST FREQUENT VALUES
0.0
3,460
57.0%
11.7
101
1.7%
23.4
85
1.4%
35.1
57
0.9%
46.8
55
0.9%
81.9
48
0.8%
70.2
41
0.7%
58.5
39
0.6%
210.6
38
0.6%
105.3
35
0.6%
117.0
34
0.6%
93.6
33
0.5%
128.7
32
0.5%
163.8
31
0.5%
175.5
30
0.5%
SMALLEST VALUES
0.0
3,460
57.0%
0.01
1
<0.1%
0.76
1
<0.1%
11.7
101
1.7%
23.4
85
1.4%
35.1
57
0.9%
46.8
55
0.9%
58.5
39
0.6%
70.2
41
0.7%
81.9
48
0.8%
93.6
33
0.5%
105.3
35
0.6%
117.0
34
0.6%
128.7
32
0.5%
140.4
27
0.4%
LARGEST VALUES
3746070.9
1
<0.1%
1961142.3
1
<0.1%
1154286.9
1
<0.1%
1089059.4
1
<0.1%
993248.1
1
<0.1%
973849.5
1
<0.1%
963600.3
1
<0.1%
905474.7
1
<0.1%
752778.0
1
<0.1%
740633.4
1
<0.1%
704234.7
1
<0.1%
632443.5
1
<0.1%
631004.4
1
<0.1%
623142.0
1
<0.1%
619304.4
1
<0.1%
clase_ternaria
MISSING:
---
TOP CATEGORIES
BAJA+1
7,974
100%
ALL
7,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
clase_ternaria
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
Visa_madelantodolares
1.00
mtarjeta_master_descuentos
0.00
mplazo_fijo_pesos
0.00
minversion1_dolares
0.00
Visa_cadelantosefectivo
0.00
Visa_madelantopesos
0.00
ccajeros_propios_descuentos
0.00
cprestamos_prendarios
0.00
tpaquete4
0.00
Visa_delinquency
0.00
ctarjeta_master_debitos_automaticos
0.00
cforex_buy
0.00

THESE FEATURES
GIVE INFORMATION
ON clase_ternaria:
active_quarter
1.00
cliente_vip
1.00
internet
1.00
tpaquete1
1.00
tpaquete2
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00
ctarjeta_debito
1.00
ctarjeta_visa
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
clase_ternaria
CORRELATION RATIO WITH...
numero_de_cliente
0.00
foto_mes
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
cproductos
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00